Author | Title | Year | Journal/Proceedings | Reftype | DOI/URL |
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Özakıncı, R. and Tarhan, A. | Early software defect prediction: a systematic map and review [BibTeX] |
2018 | Journal of Systems and Software Vol. 144, pp. 216-239 |
article | |
BibTeX:
@article{ozakinci2018early, author = {Özakıncı, Rana and Tarhan, Ayça}, title = {Early software defect prediction: a systematic map and review}, journal = {Journal of Systems and Software}, publisher = {Elsevier}, year = {2018}, volume = {144}, pages = {216--239} } |
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Öztürk, M.M. | Which type of metrics are useful to deal with class imbalance in software defect prediction? [BibTeX] |
2017 | Information and Software Technology Vol. 92, pp. 17-29 |
article | |
BibTeX:
@article{ozturk2017type, author = {Öztürk, Muhammed Maruf}, title = {Which type of metrics are useful to deal with class imbalance in software defect prediction?}, journal = {Information and Software Technology}, publisher = {Elsevier}, year = {2017}, volume = {92}, pages = {17--29} } |
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Agrawal, A., Fu, W., Chen, D., Shen, X. and Menzies, T. | How to" DODGE" Complex Software Analytics? [BibTeX] |
2019 | IEEE Transactions on Software Engineering | article | |
BibTeX:
@article{agrawal2019dodge, author = {Agrawal, Amritanshu and Fu, Wei and Chen, Di and Shen, Xipeng and Menzies, Tim}, title = {How to" DODGE" Complex Software Analytics?}, journal = {IEEE Transactions on Software Engineering}, year = {2019} } |
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Agrawal, A. and Menzies, T. | Is better data better than better data miners?: on the benefits of tuning smote for defect prediction [BibTeX] |
2018 | Proceedings of the 40th International Conference on Software engineering, pp. 1050-1061 | inproceedings | |
BibTeX:
@inproceedings{agrawal2018better, author = {Agrawal, Amritanshu and Menzies, Tim}, title = {Is better data better than better data miners?: on the benefits of tuning smote for defect prediction}, booktitle = {Proceedings of the 40th International Conference on Software engineering}, year = {2018}, pages = {1050--1061} } |
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Al Dallal, J. and Morasca, S. | Investigating the impact of fault data completeness over time on predicting class fault-proneness [BibTeX] |
2018 | Information and Software Technology Vol. 95, pp. 86-105 |
article | |
BibTeX:
@article{al2018investigating, author = {Al Dallal, Jehad and Morasca, Sandro}, title = {Investigating the impact of fault data completeness over time on predicting class fault-proneness}, journal = {Information and Software Technology}, publisher = {Elsevier}, year = {2018}, volume = {95}, pages = {86--105} } |
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Altinger, H., Herbold, S., Schneemann, F., Grabowski, J. and Wotawa, F. | Performance tuning for automotive software fault prediction [BibTeX] |
2017 | Proceedings of 2017 IEEE 24th International Conference on Software Analysis, Evolution and Reengineering, pp. 526-530 | inproceedings | |
BibTeX:
@inproceedings{altinger2017performance, author = {Altinger, Harald and Herbold, Steffen and Schneemann, Friederike and Grabowski, Jens and Wotawa, Franz}, title = {Performance tuning for automotive software fault prediction}, booktitle = {Proceedings of 2017 IEEE 24th International Conference on Software Analysis, Evolution and Reengineering}, year = {2017}, pages = {526--530} } |
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Amasaki, S. | On Applicability of Cross-project Defect Prediction Method for Multi-Versions Projects [BibTeX] |
2017 | Proceedings of the 13th International Conference on Predictive Models and Data Analytics in Software Engineering, pp. 93-96 | inproceedings | |
BibTeX:
@inproceedings{amasaki2017applicability, author = {Amasaki, Sousuke}, title = {On Applicability of Cross-project Defect Prediction Method for Multi-Versions Projects}, booktitle = {Proceedings of the 13th International Conference on Predictive Models and Data Analytics in Software Engineering}, year = {2017}, pages = {93--96} } |
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Amasaki, S. | Cross-Version Defect Prediction using Cross-Project Defect Prediction Approaches: Does it work? [BibTeX] |
2018 | Proceedings of the 14th International Conference on Predictive Models and Data Analytics in Software Engineering, pp. 32-41 | inproceedings | |
BibTeX:
@inproceedings{amasaki2018cross, author = {Amasaki, Sousuke}, title = {Cross-Version Defect Prediction using Cross-Project Defect Prediction Approaches: Does it work?}, booktitle = {Proceedings of the 14th International Conference on Predictive Models and Data Analytics in Software Engineering}, year = {2018}, pages = {32--41} } |
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Amasaki, S., Yokogawa, T. and Aman, H. | Applying Cross Project Defect Prediction Approaches to Cross-Company Effort Estimation [BibTeX] |
2019 | Proceedings of the Fifteenth International Conference on Predictive Models and Data Analytics in Software Engineering, pp. 76-79 | inproceedings | |
BibTeX:
@inproceedings{amasaki2019applying, author = {Amasaki, Sousuke and Yokogawa, Tomoyuki and Aman, Hirohisa}, title = {Applying Cross Project Defect Prediction Approaches to Cross-Company Effort Estimation}, booktitle = {Proceedings of the Fifteenth International Conference on Predictive Models and Data Analytics in Software Engineering}, year = {2019}, pages = {76--79} } |
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Amasaki, S., Yokogawa, T. and Aman, H. | Towards Better Effort Estimation with Cross-Project Defect Prediction Approaches [BibTeX] |
2019 | Proceedings of the Evaluation and Assessment on Software Engineering, pp. 357-360 | inproceedings | |
BibTeX:
@inproceedings{amasaki2019towards, author = {Amasaki, Sousuke and Yokogawa, Tomoyuki and Aman, Hirohisa}, title = {Towards Better Effort Estimation with Cross-Project Defect Prediction Approaches}, booktitle = {Proceedings of the Evaluation and Assessment on Software Engineering}, year = {2019}, pages = {357--360} } |
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Andreou, A.S. and Chatzis, S.P. | Software defect prediction using doubly stochastic Poisson processes driven by stochastic belief networks [BibTeX] |
2016 | Journal of Systems and Software Vol. 122, pp. 72-82 |
article | |
BibTeX:
@article{andreou2016software, author = {Andreou, Andreas S and Chatzis, Sotirios P}, title = {Software defect prediction using doubly stochastic Poisson processes driven by stochastic belief networks}, journal = {Journal of Systems and Software}, publisher = {Elsevier}, year = {2016}, volume = {122}, pages = {72--82} } |
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Arisholm, E., Briand, L.C. and Johannessen, E.B. | A systematic and comprehensive investigation of methods to build and evaluate fault prediction models [BibTeX] |
2010 | Journal of Systems and Software Vol. 83(1), pp. 2-17 |
article | |
BibTeX:
@article{arisholm2010systematic, author = {Arisholm, Erik and Briand, Lionel C and Johannessen, Eivind B}, title = {A systematic and comprehensive investigation of methods to build and evaluate fault prediction models}, journal = {Journal of Systems and Software}, publisher = {Elsevier}, year = {2010}, volume = {83}, number = {1}, pages = {2--17} } |
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Arvanitou, E.-M., Ampatzoglou, A., Chatzigeorgiou, A. and Avgeriou, P. | A method for assessing class change proneness [BibTeX] |
2017 | Proceedings of the 21st International Conference on Evaluation and Assessment in Software Engineering, pp. 186-195 | inproceedings | |
BibTeX:
@inproceedings{arvanitou2017method, author = {Arvanitou, Elvira-Maria and Ampatzoglou, Apostolos and Chatzigeorgiou, Alexander and Avgeriou, Paris}, title = {A method for assessing class change proneness}, booktitle = {Proceedings of the 21st International Conference on Evaluation and Assessment in Software Engineering}, year = {2017}, pages = {186--195} } |
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Bachmann, A., Bird, C., Rahman, F., Devanbu, P. and Bernstein, A. | The missing links: bugs and bug-fix commits [BibTeX] |
2010 | Proceedings of the eighteenth ACM SIGSOFT International Symposium on Foundations of Software Engineering, pp. 97-106 | inproceedings | |
BibTeX:
@inproceedings{bachmann2010missing, author = {Bachmann, Adrian and Bird, Christian and Rahman, Foyzur and Devanbu, Premkumar and Bernstein, Abraham}, title = {The missing links: bugs and bug-fix commits}, booktitle = {Proceedings of the eighteenth ACM SIGSOFT International Symposium on Foundations of Software Engineering}, year = {2010}, pages = {97--106} } |
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Basili, V.R., Briand, L.C. and Melo, W.L. | A validation of object-oriented design metrics as quality indicators [BibTeX] |
1996 | IEEE Transactions on software engineering Vol. 22(10), pp. 751-761 |
article | |
BibTeX:
@article{basili1996validation, author = {Basili, Victor R and Briand, Lionel C. and Melo, Walcélio L}, title = {A validation of object-oriented design metrics as quality indicators}, journal = {IEEE Transactions on software engineering}, publisher = {IEEE}, year = {1996}, volume = {22}, number = {10}, pages = {751--761} } |
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Bavota, G., Linares-Vasquez, M., Bernal-Cardenas, C.E., Di Penta, M., Oliveto, R. and Poshyvanyk, D. | The impact of api change-and fault-proneness on the user ratings of android apps [BibTeX] |
2014 | IEEE Transactions on Software Engineering Vol. 41(4), pp. 384-407 |
article | |
BibTeX:
@article{bavota2014impact, author = {Bavota, Gabriele and Linares-Vasquez, Mario and Bernal-Cardenas, Carlos Eduardo and Di Penta, Massimiliano and Oliveto, Rocco and Poshyvanyk, Denys}, title = {The impact of api change-and fault-proneness on the user ratings of android apps}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2014}, volume = {41}, number = {4}, pages = {384--407} } |
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Bell, R.M., Ostrand, T.J. and Weyuker, E.J. | The limited impact of individual developer data on software defect prediction [BibTeX] |
2013 | Empirical Software Engineering Vol. 18(3), pp. 478-505 |
article | |
BibTeX:
@article{bell2013limited, author = {Bell, Robert M and Ostrand, Thomas J and Weyuker, Elaine J}, title = {The limited impact of individual developer data on software defect prediction}, journal = {Empirical Software Engineering}, publisher = {Springer}, year = {2013}, volume = {18}, number = {3}, pages = {478--505} } |
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Bennin, K.E., Keung, J., Monden, A., Kamei, Y. and Ubayashi, N. | Investigating the effects of balanced training and testing datasets on effort-aware fault prediction models [BibTeX] |
2016 | Vol. 1Proceedings of 2016 IEEE 40th annual Computer software and applications conference, pp. 154-163 |
inproceedings | |
BibTeX:
@inproceedings{bennin2016investigating, author = {Bennin, Kwabena Ebo and Keung, Jacky and Monden, Akito and Kamei, Yasutaka and Ubayashi, Naoyasu}, title = {Investigating the effects of balanced training and testing datasets on effort-aware fault prediction models}, booktitle = {Proceedings of 2016 IEEE 40th annual Computer software and applications conference}, year = {2016}, volume = {1}, pages = {154--163} } |
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Bennin, K.E., Keung, J., Phannachitta, P., Monden, A. and Mensah, S. | Mahakil: Diversity based oversampling approach to alleviate the class imbalance issue in software defect prediction [BibTeX] |
2017 | IEEE Transactions on Software Engineering Vol. 44(6), pp. 534-550 |
article | |
BibTeX:
@article{bennin2017mahakil, author = {Bennin, Kwabena Ebo and Keung, Jacky and Phannachitta, Passakorn and Monden, Akito and Mensah, Solomon}, title = {Mahakil: Diversity based oversampling approach to alleviate the class imbalance issue in software defect prediction}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2017}, volume = {44}, number = {6}, pages = {534--550} } |
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Bennin, K.E., Keung, J.W. and Monden, A. | On the relative value of data resampling approaches for software defect prediction [BibTeX] |
2019 | Empirical Software Engineering Vol. 24(2), pp. 602-636 |
article | |
BibTeX:
@article{bennin2019relative, author = {Bennin, Kwabena Ebo and Keung, Jacky W and Monden, Akito}, title = {On the relative value of data resampling approaches for software defect prediction}, journal = {Empirical Software Engineering}, publisher = {Springer}, year = {2019}, volume = {24}, number = {2}, pages = {602--636} } |
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Bennin, K.E., Toda, K., Kamei, Y., Keung, J., Monden, A. and Ubayashi, N. | Empirical evaluation of cross-release effort-aware defect prediction models [BibTeX] |
2016 | Proceedings of the 2016 IEEE International Conference on Software Quality, Reliability and Security, pp. 214-221 | inproceedings | |
BibTeX:
@inproceedings{bennin2016empirical, author = {Bennin, Kwabena Ebo and Toda, Koji and Kamei, Yasutaka and Keung, Jacky and Monden, Akito and Ubayashi, Naoyasu}, title = {Empirical evaluation of cross-release effort-aware defect prediction models}, booktitle = {Proceedings of the 2016 IEEE International Conference on Software Quality, Reliability and Security}, year = {2016}, pages = {214--221} } |
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Bettenburg, N., Nagappan, M. and Hassan, A.E. | Think locally, act globally: Improving defect and effort prediction models [BibTeX] |
2012 | Proceedings of the 2012 9th IEEE Working Conference on Mining Software Repositories, pp. 60-69 | inproceedings | |
BibTeX:
@inproceedings{bettenburg2012think, author = {Bettenburg, Nicolas and Nagappan, Meiyappan and Hassan, Ahmed E}, title = {Think locally, act globally: Improving defect and effort prediction models}, booktitle = {Proceedings of the 2012 9th IEEE Working Conference on Mining Software Repositories}, year = {2012}, pages = {60--69} } |
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Bettenburg, N., Nagappan, M. and Hassan, A.E. | Towards improving statistical modeling of software engineering data: think locally, act globally! [BibTeX] |
2015 | Empirical Software Engineering Vol. 20(2), pp. 294-335 |
article | |
BibTeX:
@article{bettenburg2015towards, author = {Bettenburg, Nicolas and Nagappan, Meiyappan and Hassan, Ahmed E}, title = {Towards improving statistical modeling of software engineering data: think locally, act globally!}, journal = {Empirical Software Engineering}, publisher = {Springer}, year = {2015}, volume = {20}, number = {2}, pages = {294--335} } |
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Bin, Y., Zhou, K., Lu, H., Zhou, Y. and Xu, B. | Training data selection for cross-project defection prediction: which approach is better? [BibTeX] |
2017 | Proceedings of the 2017 ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, pp. 354-363 | inproceedings | |
BibTeX:
@inproceedings{bin2017training, author = {Bin, Yi and Zhou, Kai and Lu, Hongmin and Zhou, Yuming and Xu, Baowen}, title = {Training data selection for cross-project defection prediction: which approach is better?}, booktitle = {Proceedings of the 2017 ACM/IEEE International Symposium on Empirical Software Engineering and Measurement}, year = {2017}, pages = {354--363} } |
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Binkley, D., Feild, H., Lawrie, D. and Pighin, M. | Increasing diversity: Natural language measures for software fault prediction [BibTeX] |
2009 | Journal of Systems and Software Vol. 82(11), pp. 1793-1803 |
article | |
BibTeX:
@article{binkley2009increasing, author = {Binkley, David and Feild, Henry and Lawrie, Dawn and Pighin, Maurizio}, title = {Increasing diversity: Natural language measures for software fault prediction}, journal = {Journal of Systems and Software}, publisher = {Elsevier}, year = {2009}, volume = {82}, number = {11}, pages = {1793--1803} } |
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Bird, C., Bachmann, A., Aune, E., Duffy, J., Bernstein, A., Filkov, V. and Devanbu, P. | Fair and balanced?: bias in bug-fix datasets [BibTeX] |
2009 | Proceedings of the the 7th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering, pp. 121-130 | inproceedings | |
BibTeX:
@inproceedings{bird2009fair, author = {Bird, Christian and Bachmann, Adrian and Aune, Eirik and Duffy, John and Bernstein, Abraham and Filkov, Vladimir and Devanbu, Premkumar}, title = {Fair and balanced?: bias in bug-fix datasets}, booktitle = {Proceedings of the the 7th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering}, year = {2009}, pages = {121--130} } |
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Bird, C., Nagappan, N., Devanbu, P., Gall, H. and Murphy, B. | Does distributed development affect software quality? An empirical case study of Windows Vista [BibTeX] |
2009 | Proceedings of the 31st International Conference on Software Engineering, pp. 518-528 | inproceedings | |
BibTeX:
@inproceedings{bird2009does, author = {Bird, Christian and Nagappan, Nachiappan and Devanbu, Premkumar and Gall, Harald and Murphy, Brendan}, title = {Does distributed development affect software quality? An empirical case study of Windows Vista}, booktitle = {Proceedings of the 31st International Conference on Software Engineering}, year = {2009}, pages = {518--528} } |
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Bird, C., Nagappan, N., Gall, H., Murphy, B. and Devanbu, P. | Putting it all together: Using socio-technical networks to predict failures [BibTeX] |
2009 | Proceedings of 2009 20th International Symposium on Software Reliability Engineering, pp. 109-119 | inproceedings | |
BibTeX:
@inproceedings{bird2009putting, author = {Bird, Christian and Nagappan, Nachiappan and Gall, Harald and Murphy, Brendan and Devanbu, Premkumar}, title = {Putting it all together: Using socio-technical networks to predict failures}, booktitle = {Proceedings of 2009 20th International Symposium on Software Reliability Engineering}, year = {2009}, pages = {109--119} } |
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Bird, C., Nagappan, N., Murphy, B., Gall, H. and Devanbu, P. | Don't touch my code!: examining the effects of ownership on software quality [BibTeX] |
2011 | Proceedings of the 19th ACM SIGSOFT symposium and the 13th European conference on Foundations of software engineering, pp. 4-14 | inproceedings | |
BibTeX:
@inproceedings{bird2011don, author = {Bird, Christian and Nagappan, Nachiappan and Murphy, Brendan and Gall, Harald and Devanbu, Premkumar}, title = {Don't touch my code!: examining the effects of ownership on software quality}, booktitle = {Proceedings of the 19th ACM SIGSOFT symposium and the 13th European conference on Foundations of software engineering}, year = {2011}, pages = {4--14} } |
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Boucher, A. and Badri, M. | Software metrics thresholds calculation techniques to predict fault-proneness: An empirical comparison [BibTeX] |
2018 | Information and Software Technology Vol. 96, pp. 38-67 |
article | |
BibTeX:
@article{boucher2018software, author = {Boucher, Alexandre and Badri, Mourad}, title = {Software metrics thresholds calculation techniques to predict fault-proneness: An empirical comparison}, journal = {Information and Software Technology}, publisher = {Elsevier}, year = {2018}, volume = {96}, pages = {38--67} } |
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Bowes, D., Counsell, S., Hall, T., Petric, J. and Shippey, T. | Getting defect prediction into industrial practice: the elff tool [BibTeX] |
2017 | Proceedings of 2017 IEEE International Symposium on Software Reliability Engineering Workshops, pp. 44-47 | inproceedings | |
BibTeX:
@inproceedings{bowes2017getting, author = {Bowes, David and Counsell, Steve and Hall, Tracy and Petric, Jean and Shippey, Thomas}, title = {Getting defect prediction into industrial practice: the elff tool}, booktitle = {Proceedings of 2017 IEEE International Symposium on Software Reliability Engineering Workshops}, year = {2017}, pages = {44--47} } |
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Bowes, D., Hall, T. and Gray, D. | DConfusion: a technique to allow cross study performance evaluation of fault prediction studies [BibTeX] |
2014 | Automated Software Engineering Vol. 21(2), pp. 287-313 |
article | |
BibTeX:
@article{bowes2014dconfusion, author = {Bowes, David and Hall, Tracy and Gray, David}, title = {DConfusion: a technique to allow cross study performance evaluation of fault prediction studies}, journal = {Automated Software Engineering}, publisher = {Springer}, year = {2014}, volume = {21}, number = {2}, pages = {287--313} } |
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Bowes, D., Hall, T., Harman, M., Jia, Y., Sarro, F. and Wu, F. | Mutation-aware fault prediction [BibTeX] |
2016 | Proceedings of the 25th International Symposium on Software Testing and Analysis, pp. 330-341 | inproceedings | |
BibTeX:
@inproceedings{bowes2016mutation, author = {Bowes, David and Hall, Tracy and Harman, Mark and Jia, Yue and Sarro, Federica and Wu, Fan}, title = {Mutation-aware fault prediction}, booktitle = {Proceedings of the 25th International Symposium on Software Testing and Analysis}, year = {2016}, pages = {330--341} } |
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Bowes, D., Hall, T. and Petrić, J. | Different classifiers find different defects although with different level of consistency [BibTeX] |
2015 | Proceedings of the 11th International Conference on Predictive Models and Data Analytics in Software Engineering, pp. 3 | inproceedings | |
BibTeX:
@inproceedings{bowes2015different, author = {Bowes, David and Hall, Tracy and Petrić, Jean}, title = {Different classifiers find different defects although with different level of consistency}, booktitle = {Proceedings of the 11th International Conference on Predictive Models and Data Analytics in Software Engineering}, year = {2015}, pages = {3} } |
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Bowes, D., Hall, T. and Petrić, J. | Software defect prediction: do different classifiers find the same defects? [BibTeX] |
2018 | Software Quality Journal Vol. 26(2), pp. 525-552 |
article | |
BibTeX:
@article{bowes2018software, author = {Bowes, David and Hall, Tracy and Petrić, Jean}, title = {Software defect prediction: do different classifiers find the same defects?}, journal = {Software Quality Journal}, publisher = {Springer}, year = {2018}, volume = {26}, number = {2}, pages = {525--552} } |
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Briand, L.C., Melo, W.L. and Wust, J. | Assessing the applicability of fault-proneness models across object-oriented software projects [BibTeX] |
2002 | IEEE transactions on Software Engineering Vol. 28(7), pp. 706-720 |
article | |
BibTeX:
@article{Briand2002, author = {Briand, Lionel C and Melo, Walcelio L. and Wust, Jurgen}, title = {Assessing the applicability of fault-proneness models across object-oriented software projects}, journal = {IEEE transactions on Software Engineering}, publisher = {IEEE}, year = {2002}, volume = {28}, number = {7}, pages = {706--720} } |
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Cabral, G.G., Minku, L.L., Shihab, E. and Mujahid, S. | Class imbalance evolution and verification latency in just-in-time software defect prediction [BibTeX] |
2019 | Proceedings of the 41st International Conference on Software Engineering, pp. 666-676 | inproceedings | |
BibTeX:
@inproceedings{cabral2019class, author = {Cabral, George G and Minku, Leandro L and Shihab, Emad and Mujahid, Suhaib}, title = {Class imbalance evolution and verification latency in just-in-time software defect prediction}, booktitle = {Proceedings of the 41st International Conference on Software Engineering}, year = {2019}, pages = {666--676} } |
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Caglayan, B., Turhan, B., Bener, A., Habayeb, M., Miransky, A. and Cialini, E. | Merits of organizational metrics in defect prediction: an industrial replication [BibTeX] |
2015 | Proceedings of the 37th International Conference on Software Engineering, pp. 89-98 | inproceedings | |
BibTeX:
@inproceedings{caglayan2015merits, author = {Caglayan, Bora and Turhan, Burak and Bener, Ayse and Habayeb, Mayy and Miransky, Andriy and Cialini, Enzo}, title = {Merits of organizational metrics in defect prediction: an industrial replication}, booktitle = {Proceedings of the 37th International Conference on Software Engineering}, year = {2015}, pages = {89--98} } |
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Camargo Cruz, A.E. and Ochimizu, K. | Towards logistic regression models for predicting fault-prone code across software projects [BibTeX] |
2009 | Proceedings of the 2009 3rd International Symposium on Empirical Software Engineering and Measurement, pp. 460-463 | inproceedings | |
BibTeX:
@inproceedings{camargo2009towards, author = {Camargo Cruz, Ana Erika and Ochimizu, Koichiro}, title = {Towards logistic regression models for predicting fault-prone code across software projects}, booktitle = {Proceedings of the 2009 3rd International Symposium on Empirical Software Engineering and Measurement}, year = {2009}, pages = {460--463} } |
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Canfora, G., De Lucia, A., Di Penta, M., Oliveto, R., Panichella, A. and Panichella, S. | Multi-objective cross-project defect prediction [BibTeX] |
2013 | Proceedings of the 2013 IEEE Sixth International Conference on Software Testing, Verification and Validation, pp. 252-261 | inproceedings | |
BibTeX:
@inproceedings{canfora2013multi, author = {Canfora, Gerardo and De Lucia, Andrea and Di Penta, Massimiliano and Oliveto, Rocco and Panichella, Annibale and Panichella, Sebastiano}, title = {Multi-objective cross-project defect prediction}, booktitle = {Proceedings of the 2013 IEEE Sixth International Conference on Software Testing, Verification and Validation}, year = {2013}, pages = {252--261} } |
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Canfora, G., Lucia, A.D., Penta, M.D., Oliveto, R., Panichella, A. and Panichella, S. | Defect prediction as a multiobjective optimization problem [BibTeX] |
2015 | Software Testing, Verification and Reliability Vol. 25(4), pp. 426-459 |
article | |
BibTeX:
@article{canfora2015defect, author = {Canfora, Gerardo and Lucia, Andrea De and Penta, Massimiliano Di and Oliveto, Rocco and Panichella, Annibale and Panichella, Sebastiano}, title = {Defect prediction as a multiobjective optimization problem}, journal = {Software Testing, Verification and Reliability}, publisher = {Wiley Online Library}, year = {2015}, volume = {25}, number = {4}, pages = {426--459} } |
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Chen, D., Fu, W., Krishna, R. and Menzies, T. | Applications of psychological science for actionable analytics [BibTeX] |
2018 | Proceedings of the 2018 26th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, pp. 456-467 | inproceedings | |
BibTeX:
@inproceedings{chen2018applications, author = {Chen, Di and Fu, Wei and Krishna, Rahul and Menzies, Tim}, title = {Applications of psychological science for actionable analytics}, booktitle = {Proceedings of the 2018 26th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering}, year = {2018}, pages = {456--467} } |
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Chen, J., Liu, S., Liu, W., Chen, X., Gu, Q. and Chen, D. | A two-stage data preprocessing approach for software fault prediction [BibTeX] |
2014 | Proceedings of 2014 Eighth International Conference on Software Security and Reliability, pp. 20-29 | inproceedings | |
BibTeX:
@inproceedings{chen2014two, author = {Chen, Jiaqiang and Liu, Shulong and Liu, Wangshu and Chen, Xiang and Gu, Qing and Chen, Daoxu}, title = {A two-stage data preprocessing approach for software fault prediction}, booktitle = {Proceedings of 2014 Eighth International Conference on Software Security and Reliability}, year = {2014}, pages = {20--29} } |
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Chen, L., Fang, B., Shang, Z. and Tang, Y. | Negative samples reduction in cross-company software defects prediction [BibTeX] |
2015 | Information and Software Technology Vol. 62, pp. 67-77 |
article | |
BibTeX:
@article{chen2015negative, author = {Chen, Lin and Fang, Bin and Shang, Zhaowei and Tang, Yuanyan}, title = {Negative samples reduction in cross-company software defects prediction}, journal = {Information and Software Technology}, publisher = {Elsevier}, year = {2015}, volume = {62}, pages = {67--77} } |
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Chen, L., Fang, B., Shang, Z. and Tang, Y. | Tackling class overlap and imbalance problems in software defect prediction [BibTeX] |
2018 | Software Quality Journal Vol. 26(1), pp. 97-125 |
article | |
BibTeX:
@article{chen2018tackling, author = {Chen, Lin and Fang, Bin and Shang, Zhaowei and Tang, Yuanyan}, title = {Tackling class overlap and imbalance problems in software defect prediction}, journal = {Software Quality Journal}, publisher = {Springer}, year = {2018}, volume = {26}, number = {1}, pages = {97--125} } |
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Chen, L., Ma, W., Zhou, Y., Xu, L., Wang, Z., Chen, Z. and Xu, B. | Empirical analysis of network measures for predicting high severity software faults [BibTeX] |
2016 | Science China Information Sciences Vol. 59(12), pp. 122901 |
article | |
BibTeX:
@article{chen2016empirical, author = {Chen, Lin and Ma, Wanwangying and Zhou, Yuming and Xu, Lei and Wang, Ziyuan and Chen, Zhifei and Xu, Baowen}, title = {Empirical analysis of network measures for predicting high severity software faults}, journal = {Science China Information Sciences}, publisher = {Springer}, year = {2016}, volume = {59}, number = {12}, pages = {122901} } |
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Chen, X., Mu, Y., Qu, Y., Ni, C., Liu, M., He, T. and Liu, S. | Do Different Cross-project Defect Prediction Methods Identify the Same Defective Modules? [BibTeX] |
2019 | Journal of Software: Evolution and Process | article | |
BibTeX:
@article{Chen:JSEP2019, author = {Xiang Chen and Yanzhou Mu and Yubin Qu and Chao Ni and Meng Liu and Tong He and Shangqing Liu}, title = {Do Different Cross-project Defect Prediction Methods Identify the Same Defective Modules?}, journal = {Journal of Software: Evolution and Process}, year = {2019} } |
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Chen, X., Zhang, D., Cui, Z.-Q., Gu, Q. and Ju, X.-L. | DP-Share: Privacy-Preserving Software Defect Prediction Model Sharing Through Differential Privacy [BibTeX] |
2019 | Journal of Computer Science and Technology Vol. 34(5), pp. 1020-1038 |
article | |
BibTeX:
@article{chen2019dp, author = {Chen, Xiang and Zhang, Dun and Cui, Zhan-Qi and Gu, Qing and Ju, Xiao-Lin}, title = {DP-Share: Privacy-Preserving Software Defect Prediction Model Sharing Through Differential Privacy}, journal = {Journal of Computer Science and Technology}, publisher = {Springer}, year = {2019}, volume = {34}, number = {5}, pages = {1020--1038} } |
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Chen, X., Zhang, D., Zhao, Y., Cui, Z. and Ni, C. | Software defect number prediction: Unsupervised vs supervised methods [BibTeX] |
2019 | Information and Software Technology Vol. 106, pp. 161-181 |
article | |
BibTeX:
@article{chen2019software, author = {Chen, Xiang and Zhang, Dun and Zhao, Yingquan and Cui, Zhanqi and Ni, Chao}, title = {Software defect number prediction: Unsupervised vs supervised methods}, journal = {Information and Software Technology}, publisher = {Elsevier}, year = {2019}, volume = {106}, pages = {161--181} } |
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Chen, X., Zhao, Y., Cui, Z., Meng, G., Liu, Y. and Wang, Z. | Large-Scale Empirical Studies on Effort-Aware Security Vulnerability Prediction Methods [BibTeX] |
2019 | IEEE Transactions on Reliability | article | |
BibTeX:
@article{chen2019large, author = {Chen, Xiang and Zhao, Yingquan and Cui, Zhanqi and Meng, Guozhu and Liu, Yang and Wang, Zan}, title = {Large-Scale Empirical Studies on Effort-Aware Security Vulnerability Prediction Methods}, journal = {IEEE Transactions on Reliability}, publisher = {IEEE}, year = {2019} } |
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Chen, X., Zhao, Y., Wang, Q. and Yuan, Z. | MULTI: Multi-objective effort-aware just-in-time software defect prediction [BibTeX] |
2018 | Information and Software Technology Vol. 93, pp. 1-13 |
article | |
BibTeX:
@article{chen2018multi, author = {Chen, Xiang and Zhao, Yingquan and Wang, Qiuping and Yuan, Zhidan}, title = {MULTI: Multi-objective effort-aware just-in-time software defect prediction}, journal = {Information and Software Technology}, publisher = {Elsevier}, year = {2018}, volume = {93}, pages = {1--13} } |
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Chowdhury, I. and Zulkernine, M. | Using complexity, coupling, and cohesion metrics as early indicators of vulnerabilities [BibTeX] |
2011 | Journal of Systems Architecture Vol. 57(3), pp. 294-313 |
article | |
BibTeX:
@article{chowdhury2011using, author = {Chowdhury, Istehad and Zulkernine, Mohammad}, title = {Using complexity, coupling, and cohesion metrics as early indicators of vulnerabilities}, journal = {Journal of Systems Architecture}, publisher = {Elsevier}, year = {2011}, volume = {57}, number = {3}, pages = {294--313} } |
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Czerwonka, J., Das, R., Nagappan, N., Tarvo, A. and Teterev, A. | Crane: Failure prediction, change analysis and test prioritization in practice--experiences from windows [BibTeX] |
2011 | Proceedings of 2011 Fourth IEEE International Conference on Software Testing, Verification and Validation, pp. 357-366 | inproceedings | |
BibTeX:
@inproceedings{czerwonka2011crane, author = {Czerwonka, Jacek and Das, Rajiv and Nagappan, Nachiappan and Tarvo, Alex and Teterev, Alex}, title = {Crane: Failure prediction, change analysis and test prioritization in practice--experiences from windows}, booktitle = {Proceedings of 2011 Fourth IEEE International Conference on Software Testing, Verification and Validation}, year = {2011}, pages = {357--366} } |
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D'Ambros, M., Lanza, M. and Robbes, R. | On the relationship between change coupling and software defects [BibTeX] |
2009 | Proceedings of 2009 16th Working Conference on Reverse Engineering, pp. 135-144 | inproceedings | |
BibTeX:
@inproceedings{d2009relationship, author = {D'Ambros, Marco and Lanza, Michele and Robbes, Romain}, title = {On the relationship between change coupling and software defects}, booktitle = {Proceedings of 2009 16th Working Conference on Reverse Engineering}, year = {2009}, pages = {135--144} } |
|||||
D'Ambros, M., Lanza, M. and Robbes, R. | An extensive comparison of bug prediction approaches [BibTeX] |
2010 | Proceedings of 2010 7th IEEE Working Conference on Mining Software Repositories, pp. 31-41 | inproceedings | |
BibTeX:
@inproceedings{d2010extensive, author = {D'Ambros, Marco and Lanza, Michele and Robbes, Romain}, title = {An extensive comparison of bug prediction approaches}, booktitle = {Proceedings of 2010 7th IEEE Working Conference on Mining Software Repositories}, year = {2010}, pages = {31--41} } |
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Da Costa, D.A., McIntosh, S., Shang, W., Kulesza, U., Coelho, R. and Hassan, A.E. | A framework for evaluating the results of the szz approach for identifying bug-introducing changes [BibTeX] |
2016 | IEEE Transactions on Software Engineering Vol. 43(7), pp. 641-657 |
article | |
BibTeX:
@article{da2016framework, author = {Da Costa, Daniel Alencar and McIntosh, Shane and Shang, Weiyi and Kulesza, Uirá and Coelho, Roberta and Hassan, Ahmed E}, title = {A framework for evaluating the results of the szz approach for identifying bug-introducing changes}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2016}, volume = {43}, number = {7}, pages = {641--657} } |
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Dam, H.K., Pham, T., Ng, S.W., Tran, T., Grundy, J., Ghose, A., Kim, T. and Kim, C.-J. | Lessons learned from using a deep tree-based model for software defect prediction in practice [BibTeX] |
2019 | Proceedings of the 16th International Conference on Mining Software Repositories, pp. 46-57 | inproceedings | |
BibTeX:
@inproceedings{dam2019lessons, author = {Dam, Hoa Khanh and Pham, Trang and Ng, Shien Wee and Tran, Truyen and Grundy, John and Ghose, Aditya and Kim, Taeksu and Kim, Chul-Joo}, title = {Lessons learned from using a deep tree-based model for software defect prediction in practice}, booktitle = {Proceedings of the 16th International Conference on Mining Software Repositories}, year = {2019}, pages = {46--57} } |
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Dam, H.K., Tran, T., Pham, T.T.M., Ng, S.W., Grundy, J. and Ghose, A. | Automatic feature learning for predicting vulnerable software components [BibTeX] |
2018 | IEEE Transactions on Software Engineering | article | |
BibTeX:
@article{dam2018automatic, author = {Dam, Hoa Khanh and Tran, Truyen and Pham, Trang Thi Minh and Ng, Shien Wee and Grundy, John and Ghose, Aditya}, title = {Automatic feature learning for predicting vulnerable software components}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2018} } |
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Dejaeger, K., Verbraken, T. and Baesens, B. | Toward comprehensible software fault prediction models using bayesian network classifiers [BibTeX] |
2012 | IEEE Transactions on Software Engineering Vol. 39(2), pp. 237-257 |
article | |
BibTeX:
@article{dejaeger2012toward, author = {Dejaeger, Karel and Verbraken, Thomas and Baesens, Bart}, title = {Toward comprehensible software fault prediction models using bayesian network classifiers}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2012}, volume = {39}, number = {2}, pages = {237--257} } |
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Denaro, G. and Pezzè, M. | An empirical evaluation of fault-proneness models [BibTeX] |
2002 | Proceedings of the 24th International Conference on Software Engineering, pp. 241-251 | inproceedings | |
BibTeX:
@inproceedings{denaro2002empirical, author = {Denaro, Giovanni and Pezzè, Mauro}, title = {An empirical evaluation of fault-proneness models}, booktitle = {Proceedings of the 24th International Conference on Software Engineering}, year = {2002}, pages = {241--251} } |
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Di Nucci, D., Palomba, F., De Rosa, G., Bavota, G., Oliveto, R. and De Lucia, A. | A developer centered bug prediction model [BibTeX] |
2017 | IEEE Transactions on Software Engineering Vol. 44(1), pp. 5-24 |
article | |
BibTeX:
@article{di2017developer, author = {Di Nucci, Dario and Palomba, Fabio and De Rosa, Giuseppe and Bavota, Gabriele and Oliveto, Rocco and De Lucia, Andrea}, title = {A developer centered bug prediction model}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2017}, volume = {44}, number = {1}, pages = {5--24} } |
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Di Nucci, D., Palomba, F., Siravo, S., Bavota, G., Oliveto, R. and De Lucia, A. | On the role of developer's scattered changes in bug prediction [BibTeX] |
2015 | Proceedings of the 2015 IEEE International Conference on Software Maintenance and Evolution, pp. 241-250 | inproceedings | |
BibTeX:
@inproceedings{di2015role, author = {Di Nucci, Dario and Palomba, Fabio and Siravo, Sandro and Bavota, Gabriele and Oliveto, Rocco and De Lucia, Andrea}, title = {On the role of developer's scattered changes in bug prediction}, booktitle = {Proceedings of the 2015 IEEE International Conference on Software Maintenance and Evolution}, year = {2015}, pages = {241--250} } |
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Du, X., Chen, B., Li, Y., Guo, J., Zhou, Y., Liu, Y. and Jiang, Y. | Leopard: Identifying vulnerable code for vulnerability assessment through program metrics [BibTeX] |
2019 | Proceedings of the 41st International Conference on Software Engineering, pp. 60-71 | inproceedings | |
BibTeX:
@inproceedings{du2019leopard, author = {Du, Xiaoning and Chen, Bihuan and Li, Yuekang and Guo, Jianmin and Zhou, Yaqin and Liu, Yang and Jiang, Yu}, title = {Leopard: Identifying vulnerable code for vulnerability assessment through program metrics}, booktitle = {Proceedings of the 41st International Conference on Software Engineering}, year = {2019}, pages = {60--71} } |
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Du, X., Zhou, Z., Yin, B. and Xiao, G. | Cross-project bug type prediction based on transfer learning [BibTeX] |
2019 | Software Quality Journal, pp. 1-19 | article | |
BibTeX:
@article{du2019cross, author = {Du, Xiaoting and Zhou, Zenghui and Yin, Beibei and Xiao, Guanping}, title = {Cross-project bug type prediction based on transfer learning}, journal = {Software Quality Journal}, publisher = {Springer}, year = {2019}, pages = {1--19} } |
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D¡¯Ambros, M., Lanza, M. and Robbes, R. | Evaluating defect prediction approaches: a benchmark and an extensive comparison [BibTeX] |
2012 | Empirical Software Engineering Vol. 17(4-5), pp. 531-577 |
article | |
BibTeX:
@article{d2012evaluating, author = {D¡¯Ambros, Marco and Lanza, Michele and Robbes, Romain}, title = {Evaluating defect prediction approaches: a benchmark and an extensive comparison}, journal = {Empirical Software Engineering}, publisher = {Springer}, year = {2012}, volume = {17}, number = {4-5}, pages = {531--577} } |
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Ekanayake, J., Tappolet, J., Gall, H.C. and Bernstein, A. | Time variance and defect prediction in software projects [BibTeX] |
2012 | Empirical Software Engineering Vol. 17(4-5), pp. 348-389 |
article | |
BibTeX:
@article{ekanayake2012time, author = {Ekanayake, Jayalath and Tappolet, Jonas and Gall, Harald C and Bernstein, Abraham}, title = {Time variance and defect prediction in software projects}, journal = {Empirical Software Engineering}, publisher = {Springer}, year = {2012}, volume = {17}, number = {4-5}, pages = {348--389} } |
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El Emam, K., Benlarbi, S., Goel, N. and Rai, S.N. | The confounding effect of class size on the validity of object-oriented metrics [BibTeX] |
2001 | IEEE Transactions on Software Engineering Vol. 27(7), pp. 630-650 |
article | |
BibTeX:
@article{el2001confounding, author = {El Emam, Khaled and Benlarbi, Saida and Goel, Nishith and Rai, Shesh N.}, title = {The confounding effect of class size on the validity of object-oriented metrics}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2001}, volume = {27}, number = {7}, pages = {630--650} } |
|||||
Elish, K.O. and Elish, M.O. | Predicting defect-prone software modules using support vector machines [BibTeX] |
2008 | Journal of Systems and Software Vol. 81(5), pp. 649-660 |
article | |
BibTeX:
@article{elish2008predicting, author = {Elish, Karim O and Elish, Mahmoud O}, title = {Predicting defect-prone software modules using support vector machines}, journal = {Journal of Systems and Software}, publisher = {Elsevier}, year = {2008}, volume = {81}, number = {5}, pages = {649--660} } |
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Fan, Y., Lv, C., Zhang, X., Zhou, G. and Zhou, Y. | The utility challenge of privacy-preserving data-sharing in cross-company defect prediction: An empirical study of the cliff&morph algorithm [BibTeX] |
2017 | Proceedings of 2017 IEEE International Conference on Software Maintenance and Evolution, pp. 80-90 | inproceedings | |
BibTeX:
@inproceedings{fan2017utility, author = {Fan, Yi and Lv, Chenxi and Zhang, Xu and Zhou, Guoqiang and Zhou, Yuming}, title = {The utility challenge of privacy-preserving data-sharing in cross-company defect prediction: An empirical study of the cliff&morph algorithm}, booktitle = {Proceedings of 2017 IEEE International Conference on Software Maintenance and Evolution}, year = {2017}, pages = {80--90} } |
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Fan, Y., Xia, X., da Costa, D.A., Lo, D., Hassan, A.E. and Li, S. | The Impact of Changes Mislabeled by SZZ on Just-in-Time Defect Prediction [BibTeX] |
2019 | IEEE Transactions on Software Engineering | article | |
BibTeX:
@article{fan2019impact, author = {Fan, Yuanrui and Xia, Xin and da Costa, Daniel Alencar and Lo, David and Hassan, Ahmed E and Li, Shanping}, title = {The Impact of Changes Mislabeled by SZZ on Just-in-Time Defect Prediction}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2019} } |
|||||
Fenton, N., Neil, M., Marsh, W., Hearty, P., Radliski, Ł. and Krause, P. | On the effectiveness of early life cycle defect prediction with Bayesian Nets [BibTeX] |
2008 | Empirical Software Engineering Vol. 13(5), pp. 499 |
article | |
BibTeX:
@article{fenton2008effectiveness, author = {Fenton, Norman and Neil, Martin and Marsh, William and Hearty, Peter and Radliski, Łukasz and Krause, Paul}, title = {On the effectiveness of early life cycle defect prediction with Bayesian Nets}, journal = {Empirical Software Engineering}, publisher = {Springer}, year = {2008}, volume = {13}, number = {5}, pages = {499} } |
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Fenton, N.E. and Neil, M. | A critique of software defect prediction models [BibTeX] |
1999 | IEEE Transactions on software engineering Vol. 25(5), pp. 675-689 |
article | |
BibTeX:
@article{fenton1999critique, author = {Fenton, Norman E and Neil, Martin}, title = {A critique of software defect prediction models}, journal = {IEEE Transactions on software engineering}, publisher = {IEEE}, year = {1999}, volume = {25}, number = {5}, pages = {675--689} } |
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Feyzi, F. and Parsa, S. | FPA-FL: Incorporating static fault-proneness analysis into statistical fault localization [BibTeX] |
2018 | Journal of Systems and Software Vol. 136, pp. 39-58 |
article | |
BibTeX:
@article{feyzi2018fpa, author = {Feyzi, Farid and Parsa, Saeed}, title = {FPA-FL: Incorporating static fault-proneness analysis into statistical fault localization}, journal = {Journal of Systems and Software}, publisher = {Elsevier}, year = {2018}, volume = {136}, pages = {39--58} } |
|||||
Fu, W. and Menzies, T. | Revisiting unsupervised learning for defect prediction [BibTeX] |
2017 | Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering, pp. 72-83 | inproceedings | |
BibTeX:
@inproceedings{fu2017revisiting, author = {Fu, Wei and Menzies, Tim}, title = {Revisiting unsupervised learning for defect prediction}, booktitle = {Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering}, year = {2017}, pages = {72--83} } |
|||||
Fu, W., Menzies, T. and Shen, X. | Tuning for software analytics: Is it really necessary? [BibTeX] |
2016 | Information and Software Technology Vol. 76, pp. 135-146 |
article | |
BibTeX:
@article{fu2016tuning, author = {Fu, Wei and Menzies, Tim and Shen, Xipeng}, title = {Tuning for software analytics: Is it really necessary?}, journal = {Information and Software Technology}, publisher = {Elsevier}, year = {2016}, volume = {76}, pages = {135--146} } |
|||||
Fukushima, T., Kamei, Y., McIntosh, S., Yamashita, K. and Ubayashi, N. | An empirical study of just-in-time defect prediction using cross-project models [BibTeX] |
2014 | Proceedings of the 11th Working Conference on Mining Software Repositories, pp. 172-181 | inproceedings | |
BibTeX:
@inproceedings{fukushima2014empirical, author = {Fukushima, Takafumi and Kamei, Yasutaka and McIntosh, Shane and Yamashita, Kazuhiro and Ubayashi, Naoyasu}, title = {An empirical study of just-in-time defect prediction using cross-project models}, booktitle = {Proceedings of the 11th Working Conference on Mining Software Repositories}, year = {2014}, pages = {172--181} } |
|||||
Gao, K., Khoshgoftaar, T.M., Wang, H. and Seliya, N. | Choosing software metrics for defect prediction: an investigation on feature selection techniques [BibTeX] |
2011 | Software: Practice and Experience Vol. 41(5), pp. 579-606 |
article | |
BibTeX:
@article{gao2011choosing, author = {Gao, Kehan and Khoshgoftaar, Taghi M and Wang, Huanjing and Seliya, Naeem}, title = {Choosing software metrics for defect prediction: an investigation on feature selection techniques}, journal = {Software: Practice and Experience}, publisher = {Wiley Online Library}, year = {2011}, volume = {41}, number = {5}, pages = {579--606} } |
|||||
Ghotra, B., McIntosh, S. and Hassan, A.E. | Revisiting the impact of classification techniques on the performance of defect prediction models [BibTeX] |
2015 | Proceedings of the 37th International Conference on Software Engineering, pp. 789-800 | inproceedings | |
BibTeX:
@inproceedings{ghotra2015revisiting, author = {Ghotra, Baljinder and McIntosh, Shane and Hassan, Ahmed E}, title = {Revisiting the impact of classification techniques on the performance of defect prediction models}, booktitle = {Proceedings of the 37th International Conference on Software Engineering}, year = {2015}, pages = {789--800} } |
|||||
Ghotra, B., McIntosh, S. and Hassan, A.E. | A large-scale study of the impact of feature selection techniques on defect classification models [BibTeX] |
2017 | Proceedings of the 2017 IEEE/ACM 14th International Conference on Mining Software Repositories, pp. 146-157 | inproceedings | |
BibTeX:
@inproceedings{ghotra2017large, author = {Ghotra, Baljinder and McIntosh, Shane and Hassan, Ahmed E}, title = {A large-scale study of the impact of feature selection techniques on defect classification models}, booktitle = {Proceedings of the 2017 IEEE/ACM 14th International Conference on Mining Software Repositories}, year = {2017}, pages = {146--157} } |
|||||
Giger, E., D'Ambros, M., Pinzger, M. and Gall, H.C. | Method-level bug prediction [BibTeX] |
2012 | Proceedings of the ACM-IEEE International Symposium on Empirical Software Engineering and Measurement, pp. 171-180 | inproceedings | |
BibTeX:
@inproceedings{giger2012method, author = {Giger, Emanuel and D'Ambros, Marco and Pinzger, Martin and Gall, Harald C}, title = {Method-level bug prediction}, booktitle = {Proceedings of the ACM-IEEE International Symposium on Empirical Software Engineering and Measurement}, year = {2012}, pages = {171--180} } |
|||||
Gil, Y. and Lalouche, G. | On the correlation between size and metric validity [BibTeX] |
2017 | Empirical Software Engineering Vol. 22(5), pp. 2585-2611 |
article | |
BibTeX:
@article{gil2017correlation, author = {Gil, Yossi and Lalouche, Gal}, title = {On the correlation between size and metric validity}, journal = {Empirical Software Engineering}, publisher = {Springer}, year = {2017}, volume = {22}, number = {5}, pages = {2585--2611} } |
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Gong, L., Jiang, S., Bo, L., Jiang, L. and Qian, J. | A Novel Class-Imbalance Learning Approach for Both Within-Project and Cross-Project Defect Prediction [BibTeX] |
2019 | IEEE Transactions on Reliability | article | |
BibTeX:
@article{gong2019novel, author = {Gong, Lina and Jiang, Shujuan and Bo, Lili and Jiang, Li and Qian, Junyan}, title = {A Novel Class-Imbalance Learning Approach for Both Within-Project and Cross-Project Defect Prediction}, journal = {IEEE Transactions on Reliability}, publisher = {IEEE}, year = {2019} } |
|||||
Gong, L., Jiang, S. and Jiang, L. | An improved transfer adaptive boosting approach for mixed-project defect prediction [BibTeX] |
2019 | Journal of Software: Evolution and Process, pp. e2172 | article | |
BibTeX:
@article{gongimproved, author = {Gong, Lina and Jiang, Shujuan and Jiang, Li}, title = {An improved transfer adaptive boosting approach for mixed-project defect prediction}, journal = {Journal of Software: Evolution and Process}, publisher = {Wiley Online Library}, year = {2019}, pages = {e2172} } |
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Graves, T.L., Karr, A.F., Marron, J.S. and Siy, H. | Predicting fault incidence using software change history [BibTeX] |
2000 | IEEE Transactions on software engineering Vol. 26(7), pp. 653-661 |
article | |
BibTeX:
@article{graves2000predicting, author = {Graves, Todd L and Karr, Alan F and Marron, James S and Siy, Harvey}, title = {Predicting fault incidence using software change history}, journal = {IEEE Transactions on software engineering}, publisher = {IEEE}, year = {2000}, volume = {26}, number = {7}, pages = {653--661} } |
|||||
Guo, L., Ma, Y., Cukic, B. and Singh, H. | Robust prediction of fault-proneness by random forests [BibTeX] |
2004 | Proceedings of 15th international symposium on software reliability engineering, pp. 417-428 | inproceedings | |
BibTeX:
@inproceedings{guo2004robust, author = {Guo, Lan and Ma, Yan and Cukic, Bojan and Singh, Harshinder}, title = {Robust prediction of fault-proneness by random forests}, booktitle = {Proceedings of 15th international symposium on software reliability engineering}, year = {2004}, pages = {417--428} } |
|||||
Gyimothy, T., Ferenc, R. and Siket, I. | Empirical validation of object-oriented metrics on open source software for fault prediction [BibTeX] |
2005 | IEEE Transactions on Software engineering Vol. 31(10), pp. 897-910 |
article | |
BibTeX:
@article{gyimothy2005empirical, author = {Gyimothy, Tibor and Ferenc, Rudolf and Siket, Istvan}, title = {Empirical validation of object-oriented metrics on open source software for fault prediction}, journal = {IEEE Transactions on Software engineering}, publisher = {IEEE}, year = {2005}, volume = {31}, number = {10}, pages = {897--910} } |
|||||
Hall, T., Beecham, S., Bowes, D., Gray, D. and Counsell, S. | A systematic literature review on fault prediction performance in software engineering [BibTeX] |
2011 | IEEE Transactions on Software Engineering Vol. 38(6), pp. 1276-1304 |
article | |
BibTeX:
@article{hall2011systematic, author = {Hall, Tracy and Beecham, Sarah and Bowes, David and Gray, David and Counsell, Steve}, title = {A systematic literature review on fault prediction performance in software engineering}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2011}, volume = {38}, number = {6}, pages = {1276--1304} } |
|||||
Harman, M. | The relationship between search based software engineering and predictive modeling [BibTeX] |
2010 | Proceedings of the 6th International Conference on Predictive Models in Software Engineering, pp. 1 | inproceedings | |
BibTeX:
@inproceedings{harman2010relationship, author = {Harman, Mark}, title = {The relationship between search based software engineering and predictive modeling}, booktitle = {Proceedings of the 6th International Conference on Predictive Models in Software Engineering}, year = {2010}, pages = {1} } |
|||||
Hassan, A.E. | Predicting faults using the complexity of code changes [BibTeX] |
2009 | Proceedings of the 31st International Conference on Software Engineering, pp. 78-88 | inproceedings | |
BibTeX:
@inproceedings{hassan2009predicting, author = {Hassan, Ahmed E}, title = {Predicting faults using the complexity of code changes}, booktitle = {Proceedings of the 31st International Conference on Software Engineering}, year = {2009}, pages = {78--88} } |
|||||
Hassan, A.E. and Holt, R.C. | The top ten list: Dynamic fault prediction [BibTeX] |
2005 | Proceedings of the 21st IEEE International Conference on Software Maintenance, pp. 263-272 | inproceedings | |
BibTeX:
@inproceedings{hassan2005top, author = {Hassan, Ahmed E and Holt, Richard C}, title = {The top ten list: Dynamic fault prediction}, booktitle = {Proceedings of the 21st IEEE International Conference on Software Maintenance}, year = {2005}, pages = {263--272} } |
|||||
Hata, H., Mizuno, O. and Kikuno, T. | Bug prediction based on fine-grained module histories [BibTeX] |
2012 | Proceedings of the 34th International Conference on Software Engineering, pp. 200-210 | inproceedings | |
BibTeX:
@inproceedings{hata2012bug, author = {Hata, Hideaki and Mizuno, Osamu and Kikuno, Tohru}, title = {Bug prediction based on fine-grained module histories}, booktitle = {Proceedings of the 34th International Conference on Software Engineering}, year = {2012}, pages = {200--210} } |
|||||
He, P., Li, B., Liu, X., Chen, J. and Ma, Y. | An empirical study on software defect prediction with a simplified metric set [BibTeX] |
2015 | Information and Software Technology Vol. 59, pp. 170-190 |
article | |
BibTeX:
@article{he2015empirical, author = {He, Peng and Li, Bing and Liu, Xiao and Chen, Jun and Ma, Yutao}, title = {An empirical study on software defect prediction with a simplified metric set}, journal = {Information and Software Technology}, publisher = {Elsevier}, year = {2015}, volume = {59}, pages = {170--190} } |
|||||
He, P., Li, B. and Ma, Y. | Towards cross-project defect prediction with imbalanced feature sets [BibTeX] |
2014 | arXiv preprint arXiv:1411.4228 | article | |
BibTeX:
@article{he2014towards, author = {He, Peng and Li, Bing and Ma, Yutao}, title = {Towards cross-project defect prediction with imbalanced feature sets}, journal = {arXiv preprint arXiv:1411.4228}, year = {2014} } |
|||||
He, Q., Shen, B. and Chen, Y. | Software defect prediction using semi-supervised learning with change burst information [BibTeX] |
2016 | Vol. 1Proceedings of 2016 IEEE 40th Annual Computer Software and Applications Conference, pp. 113-122 |
inproceedings | |
BibTeX:
@inproceedings{he2016software, author = {He, Qing and Shen, Beijun and Chen, Yuting}, title = {Software defect prediction using semi-supervised learning with change burst information}, booktitle = {Proceedings of 2016 IEEE 40th Annual Computer Software and Applications Conference}, year = {2016}, volume = {1}, pages = {113--122} } |
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He, Z., Peters, F., Menzies, T. and Yang, Y. | Learning from open-source projects: An empirical study on defect prediction [BibTeX] |
2013 | Proceedings of 2013 ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, pp. 45-54 | inproceedings | |
BibTeX:
@inproceedings{he2013learning, author = {He, Zhimin and Peters, Fayola and Menzies, Tim and Yang, Ye}, title = {Learning from open-source projects: An empirical study on defect prediction}, booktitle = {Proceedings of 2013 ACM/IEEE International Symposium on Empirical Software Engineering and Measurement}, year = {2013}, pages = {45--54} } |
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He, Z., Shu, F., Yang, Y., Li, M. and Wang, Q. | An investigation on the feasibility of cross-project defect prediction [BibTeX] |
2012 | Automated Software Engineering Vol. 19(2), pp. 167-199 |
article | |
BibTeX:
@article{he2012investigation, author = {He, Zhimin and Shu, Fengdi and Yang, Ye and Li, Mingshu and Wang, Qing}, title = {An investigation on the feasibility of cross-project defect prediction}, journal = {Automated Software Engineering}, publisher = {Springer}, year = {2012}, volume = {19}, number = {2}, pages = {167--199} } |
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Herbold, S. | Training data selection for cross-project defect prediction [BibTeX] |
2013 | Proceedings of the 9th International Conference on Predictive Models in Software Engineering, pp. 6 | inproceedings | |
BibTeX:
@inproceedings{herbold2013training, author = {Herbold, Steffen}, title = {Training data selection for cross-project defect prediction}, booktitle = {Proceedings of the 9th International Conference on Predictive Models in Software Engineering}, year = {2013}, pages = {6} } |
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Herbold, S., Trautsch, A. and Grabowski, J. | A comparative study to benchmark cross-project defect prediction approaches [BibTeX] |
2017 | IEEE Transactions on Software Engineering Vol. 44(9), pp. 811-833 |
article | |
BibTeX:
@article{herbold2017comparative, author = {Herbold, Steffen and Trautsch, Alexander and Grabowski, Jens}, title = {A comparative study to benchmark cross-project defect prediction approaches}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2017}, volume = {44}, number = {9}, pages = {811--833} } |
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Herbold, S., Trautsch, A. and Grabowski, J. | Global vs. local models for cross-project defect prediction [BibTeX] |
2017 | Empirical software engineering Vol. 22(4), pp. 1866-1902 |
article | |
BibTeX:
@article{herbold2017global, author = {Herbold, Steffen and Trautsch, Alexander and Grabowski, Jens}, title = {Global vs. local models for cross-project defect prediction}, journal = {Empirical software engineering}, publisher = {Springer}, year = {2017}, volume = {22}, number = {4}, pages = {1866--1902} } |
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Herzig, K. | Using pre-release test failures to build early post-release defect prediction models [BibTeX] |
2014 | Proceedings of 2014 IEEE 25th International Symposium on Software Reliability Engineering, pp. 300-311 | inproceedings | |
BibTeX:
@inproceedings{herzig2014using, author = {Herzig, Kim}, title = {Using pre-release test failures to build early post-release defect prediction models}, booktitle = {Proceedings of 2014 IEEE 25th International Symposium on Software Reliability Engineering}, year = {2014}, pages = {300--311} } |
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Herzig, K., Just, S., Rau, A. and Zeller, A. | Predicting defects using change genealogies [BibTeX] |
2013 | Proceedings of 2013 IEEE 24th International Symposium on Software Reliability Engineering, pp. 118-127 | inproceedings | |
BibTeX:
@inproceedings{herzig2013predicting, author = {Herzig, Kim and Just, Sascha and Rau, Andreas and Zeller, Andreas}, title = {Predicting defects using change genealogies}, booktitle = {Proceedings of 2013 IEEE 24th International Symposium on Software Reliability Engineering}, year = {2013}, pages = {118--127} } |
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Herzig, K., Just, S. and Zeller, A. | It's not a bug, it's a feature: how misclassification impacts bug prediction [BibTeX] |
2013 | Proceedings of the 2013 International Conference on Software Engineering, pp. 392-401 | inproceedings | |
BibTeX:
@inproceedings{herzig2013s, author = {Herzig, Kim and Just, Sascha and Zeller, Andreas}, title = {It's not a bug, it's a feature: how misclassification impacts bug prediction}, booktitle = {Proceedings of the 2013 International Conference on Software Engineering}, year = {2013}, pages = {392--401} } |
|||||
Herzig, K., Just, S. and Zeller, A. | The impact of tangled code changes on defect prediction models [BibTeX] |
2016 | Empirical Software Engineering Vol. 21(2), pp. 303-336 |
article | |
BibTeX:
@article{herzig2016impact, author = {Herzig, Kim and Just, Sascha and Zeller, Andreas}, title = {The impact of tangled code changes on defect prediction models}, journal = {Empirical Software Engineering}, publisher = {Springer}, year = {2016}, volume = {21}, number = {2}, pages = {303--336} } |
|||||
Hoang, T., Dam, H.K., Kamei, Y., Lo, D. and Ubayashi, N. | DeepJIT: an end-to-end deep learning framework for just-in-time defect prediction [BibTeX] |
2019 | Proceedings of the 16th International Conference on Mining Software Repositories, pp. 34-45 | inproceedings | |
BibTeX:
@inproceedings{hoang2019deepjit, author = {Hoang, Thong and Dam, Hoa Khanh and Kamei, Yasutaka and Lo, David and Ubayashi, Naoyasu}, title = {DeepJIT: an end-to-end deep learning framework for just-in-time defect prediction}, booktitle = {Proceedings of the 16th International Conference on Mining Software Repositories}, year = {2019}, pages = {34--45} } |
|||||
Hosseini, S. and Turhan, B. | Iterative versus Exhaustive Data Selection for Cross Project Defect Prediction: An Extended Replication Study [BibTeX] |
2019 | arXiv preprint arXiv:1909.05042 | article | |
BibTeX:
@article{hosseini2019iterative, author = {Hosseini, Seyedrebvar and Turhan, Burak}, title = {Iterative versus Exhaustive Data Selection for Cross Project Defect Prediction: An Extended Replication Study}, journal = {arXiv preprint arXiv:1909.05042}, year = {2019} } |
|||||
Hosseini, S., Turhan, B. and Gunarathna, D. | A systematic literature review and meta-analysis on cross project defect prediction [BibTeX] |
2017 | IEEE Transactions on Software Engineering Vol. 45(2), pp. 111-147 |
article | |
BibTeX:
@article{hosseini2017systematic, author = {Hosseini, Seyedrebvar and Turhan, Burak and Gunarathna, Dimuthu}, title = {A systematic literature review and meta-analysis on cross project defect prediction}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2017}, volume = {45}, number = {2}, pages = {111--147} } |
|||||
Hosseini, S., Turhan, B. and Mäntylä, M. | Search based training data selection for cross project defect prediction [BibTeX] |
2016 | Proceedings of the The 12th International Conference on Predictive Models and Data Analytics in Software Engineering, pp. 3 | inproceedings | |
BibTeX:
@inproceedings{hosseini2016search, author = {Hosseini, Seyedrebvar and Turhan, Burak and Mäntylä, Mika}, title = {Search based training data selection for cross project defect prediction}, booktitle = {Proceedings of the The 12th International Conference on Predictive Models and Data Analytics in Software Engineering}, year = {2016}, pages = {3} } |
|||||
Hosseini, S., Turhan, B. and Mäntylä, M. | A benchmark study on the effectiveness of search-based data selection and feature selection for cross project defect prediction [BibTeX] |
2018 | Information and Software Technology Vol. 95, pp. 296-312 |
article | |
BibTeX:
@article{hosseini2018benchmark, author = {Hosseini, Seyedrebvar and Turhan, Burak and Mäntylä, Mika}, title = {A benchmark study on the effectiveness of search-based data selection and feature selection for cross project defect prediction}, journal = {Information and Software Technology}, publisher = {Elsevier}, year = {2018}, volume = {95}, pages = {296--312} } |
|||||
Hu, W. and Wong, K. | Using citation influence to predict software defects [BibTeX] |
2013 | Proceedings of 2013 10th Working Conference on Mining Software Repositories, pp. 419-428 | inproceedings | |
BibTeX:
@inproceedings{hu2013using, author = {Hu, Wei and Wong, Kenny}, title = {Using citation influence to predict software defects}, booktitle = {Proceedings of 2013 10th Working Conference on Mining Software Repositories}, year = {2013}, pages = {419--428} } |
|||||
Huang, Q., Xia, X. and Lo, D. | Supervised vs unsupervised models: A holistic look at effort-aware just-in-time defect prediction [BibTeX] |
2017 | Proceedings of the 2017 IEEE International Conference on Software Maintenance and Evolution, pp. 159-170 | inproceedings | |
BibTeX:
@inproceedings{huang2017supervised, author = {Huang, Qiao and Xia, Xin and Lo, David}, title = {Supervised vs unsupervised models: A holistic look at effort-aware just-in-time defect prediction}, booktitle = {Proceedings of the 2017 IEEE International Conference on Software Maintenance and Evolution}, year = {2017}, pages = {159--170} } |
|||||
Huang, Q., Xia, X. and Lo, D. | Revisiting supervised and unsupervised models for effort-aware just-in-time defect prediction [BibTeX] |
2019 | Empirical Software Engineering Vol. 24(5), pp. 2823-2862 |
article | |
BibTeX:
@article{huang2019revisiting, author = {Huang, Qiao and Xia, Xin and Lo, David}, title = {Revisiting supervised and unsupervised models for effort-aware just-in-time defect prediction}, journal = {Empirical Software Engineering}, publisher = {Springer}, year = {2019}, volume = {24}, number = {5}, pages = {2823--2862} } |
|||||
Humphreys, J. and Dam, H.K. | An explainable deep model for defect prediction [BibTeX] |
2019 | Proceedings of 2019 IEEE/ACM 7th International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering, pp. 49-55 | inproceedings | |
BibTeX:
@inproceedings{humphreys2019explainable, author = {Humphreys, Jack and Dam, Hoa Khanh}, title = {An explainable deep model for defect prediction}, booktitle = {Proceedings of 2019 IEEE/ACM 7th International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering}, year = {2019}, pages = {49--55} } |
|||||
Huo, X. and Li, M. | On cost-effective software defect prediction: Classification or ranking? [BibTeX] |
2019 | Neurocomputing Vol. 363, pp. 339-350 |
article | |
BibTeX:
@article{huo2019cost, author = {Huo, Xuan and Li, Ming}, title = {On cost-effective software defect prediction: Classification or ranking?}, journal = {Neurocomputing}, publisher = {Elsevier}, year = {2019}, volume = {363}, pages = {339--350} } |
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Huo, X., Yang, Y., Li, M. and Zhan, D.-C. | Learning Semantic Features for Software Defect Prediction by Code Comments Embedding [BibTeX] |
2018 | Proceedings of the 2018 IEEE International Conference on Data Mining, pp. 1049-1054 | inproceedings | |
BibTeX:
@inproceedings{huo2018learning, author = {Huo, Xuan and Yang, Yang and Li, Ming and Zhan, De-Chuan}, title = {Learning Semantic Features for Software Defect Prediction by Code Comments Embedding}, booktitle = {Proceedings of the 2018 IEEE International Conference on Data Mining}, year = {2018}, pages = {1049--1054} } |
|||||
Jahanshahi, H., Jothimani, D., Başar, A. and Cevik, M. | Does chronology matter in JIT defect prediction?: A Partial Replication Study [BibTeX] |
2019 | Proceedings of the Fifteenth International Conference on Predictive Models and Data Analytics in Software Engineering, pp. 90-99 | inproceedings | |
BibTeX:
@inproceedings{jahanshahi2019does, author = {Jahanshahi, Hadi and Jothimani, Dhanya and Başar, Ayşe and Cevik, Mucahit}, title = {Does chronology matter in JIT defect prediction?: A Partial Replication Study}, booktitle = {Proceedings of the Fifteenth International Conference on Predictive Models and Data Analytics in Software Engineering}, year = {2019}, pages = {90--99} } |
|||||
Ji, H., Huang, S., Wu, Y., Hui, Z. and Zheng, C. | A new weighted naive Bayes method based on information diffusion for software defect prediction [BibTeX] |
2019 | Software Quality Journal, pp. 1-46 | article | |
BibTeX:
@article{ji2019new, author = {Ji, Haijin and Huang, Song and Wu, Yaning and Hui, Zhanwei and Zheng, Changyou}, title = {A new weighted naive Bayes method based on information diffusion for software defect prediction}, journal = {Software Quality Journal}, publisher = {Springer}, year = {2019}, pages = {1--46} } |
|||||
Jiang, T., Tan, L. and Kim, S. | Personalized defect prediction [BibTeX] |
2013 | Proceedings of the 2013 28th IEEE/ACM International Conference on Automated Software Engineering (ASE), pp. 279-289 | inproceedings | |
BibTeX:
@inproceedings{jiang2013personalized, author = {Jiang, Tian and Tan, Lin and Kim, Sunghun}, title = {Personalized defect prediction}, booktitle = {Proceedings of the 2013 28th IEEE/ACM International Conference on Automated Software Engineering (ASE)}, year = {2013}, pages = {279--289} } |
|||||
Jiang, Y., Cukic, B. and Ma, Y. | Techniques for evaluating fault prediction models [BibTeX] |
2008 | Empirical Software Engineering Vol. 13(5), pp. 561-595 |
article | |
BibTeX:
@article{jiang2008techniques, author = {Jiang, Yue and Cukic, Bojan and Ma, Yan}, title = {Techniques for evaluating fault prediction models}, journal = {Empirical Software Engineering}, publisher = {Springer}, year = {2008}, volume = {13}, number = {5}, pages = {561--595} } |
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Jiarpakdee, J., Tantithamthavorn, C. and Hassan, A.E. | The Impact of Correlated Metrics on the Interpretation of Defect Models [BibTeX] |
2019 | IEEE Transactions on Software Engineering | article | |
BibTeX:
@article{jiarpakdee2019impact, author = {Jiarpakdee, Jirayus and Tantithamthavorn, Chakkrit and Hassan, Ahmed E}, title = {The Impact of Correlated Metrics on the Interpretation of Defect Models}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2019} } |
|||||
Jiarpakdee, J., Tantithamthavorn, C. and Treude, C. | AutoSpearman: Automatically Mitigating Correlated Software Metrics for Interpreting Defect Models [BibTeX] |
2018 | Proceedings of 2018 IEEE International Conference on Software Maintenance and Evolution, pp. 92-103 | inproceedings | |
BibTeX:
@inproceedings{jiarpakdee2018autospearman, author = {Jiarpakdee, Jirayus and Tantithamthavorn, Chakkrit and Treude, Christoph}, title = {AutoSpearman: Automatically Mitigating Correlated Software Metrics for Interpreting Defect Models}, booktitle = {Proceedings of 2018 IEEE International Conference on Software Maintenance and Evolution}, year = {2018}, pages = {92--103} } |
|||||
Jimenez, M., Papadakis, M. and Le Traon, Y. | Vulnerability prediction models: A case study on the linux kernel [BibTeX] |
2016 | Proceedings of 2016 IEEE 16th International Working Conference on Source Code Analysis and Manipulation, pp. 1-10 | inproceedings | |
BibTeX:
@inproceedings{jimenez2016vulnerability, author = {Jimenez, Matthieu and Papadakis, Mike and Le Traon, Yves}, title = {Vulnerability prediction models: A case study on the linux kernel}, booktitle = {Proceedings of 2016 IEEE 16th International Working Conference on Source Code Analysis and Manipulation}, year = {2016}, pages = {1--10} } |
|||||
Jimenez, M., Rwemalika, R., Papadakis, M., Sarro, F., Le Traon, Y. and Harman, M. | The importance of accounting for real-world labelling when predicting software vulnerabilities [BibTeX] |
2019 | Proceedings of the 2019 27th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, pp. 695-705 | inproceedings | |
BibTeX:
@inproceedings{jimenez2019importance, author = {Jimenez, Matthieu and Rwemalika, Renaud and Papadakis, Mike and Sarro, Federica and Le Traon, Yves and Harman, Mark}, title = {The importance of accounting for real-world labelling when predicting software vulnerabilities}, booktitle = {Proceedings of the 2019 27th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering}, year = {2019}, pages = {695--705} } |
|||||
Jing, X., Wu, F., Dong, X., Qi, F. and Xu, B. | Heterogeneous cross-company defect prediction by unified metric representation and CCA-based transfer learning [BibTeX] |
2015 | Proceedings of the 2015 10th Joint Meeting on Foundations of Software Engineering, pp. 496-507 | inproceedings | |
BibTeX:
@inproceedings{jing2015heterogeneous, author = {Jing, Xiaoyuan and Wu, Fei and Dong, Xiwei and Qi, Fumin and Xu, Baowen}, title = {Heterogeneous cross-company defect prediction by unified metric representation and CCA-based transfer learning}, booktitle = {Proceedings of the 2015 10th Joint Meeting on Foundations of Software Engineering}, year = {2015}, pages = {496--507} } |
|||||
Jing, X.-Y., Wu, F., Dong, X. and Xu, B. | An improved SDA based defect prediction framework for both within-project and cross-project class-imbalance problems [BibTeX] |
2016 | IEEE Transactions on Software Engineering Vol. 43(4), pp. 321-339 |
article | |
BibTeX:
@article{jing2016improved, author = {Jing, Xiao-Yuan and Wu, Fei and Dong, Xiwei and Xu, Baowen}, title = {An improved SDA based defect prediction framework for both within-project and cross-project class-imbalance problems}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2016}, volume = {43}, number = {4}, pages = {321--339} } |
|||||
Jing, X.-Y., Ying, S., Zhang, Z.-W., Wu, S.-S. and Liu, J. | Dictionary learning based software defect prediction [BibTeX] |
2014 | Proceedings of the 36th International Conference on Software Engineering, pp. 414-423 | inproceedings | |
BibTeX:
@inproceedings{jing2014dictionary, author = {Jing, Xiao-Yuan and Ying, Shi and Zhang, Zhi-Wu and Wu, Shan-Shan and Liu, Jin}, title = {Dictionary learning based software defect prediction}, booktitle = {Proceedings of the 36th International Conference on Software Engineering}, year = {2014}, pages = {414--423} } |
|||||
Jureczko, M. and Madeyski, L. | Towards identifying software project clusters with regard to defect prediction [BibTeX] |
2010 | Proceedings of the 6th International Conference on Predictive Models in Software Engineering, pp. 9 | inproceedings | |
BibTeX:
@inproceedings{jureczko2010towards, author = {Jureczko, Marian and Madeyski, Lech}, title = {Towards identifying software project clusters with regard to defect prediction}, booktitle = {Proceedings of the 6th International Conference on Predictive Models in Software Engineering}, year = {2010}, pages = {9} } |
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Kabir, M.A., Keung, J.W., Benniny, K.E. and Zhang, M. | Assessing the Significant Impact of Concept Drift in Software Defect Prediction [BibTeX] |
2019 | Vol. 1Proceedings of 2019 IEEE 43rd Annual Computer Software and Applications Conference, pp. 53-58 |
inproceedings | |
BibTeX:
@inproceedings{kabir2019assessing, author = {Kabir, Md Alamgir and Keung, Jacky W and Benniny, Kwabena E and Zhang, Miao}, title = {Assessing the Significant Impact of Concept Drift in Software Defect Prediction}, booktitle = {Proceedings of 2019 IEEE 43rd Annual Computer Software and Applications Conference}, year = {2019}, volume = {1}, pages = {53--58} } |
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Kamei, Y., Fukushima, T., McIntosh, S., Yamashita, K., Ubayashi, N. and Hassan, A.E. | Studying just-in-time defect prediction using cross-project models [BibTeX] |
2016 | Empirical Software Engineering Vol. 21(5), pp. 2072-2106 |
article | |
BibTeX:
@article{kamei2016studying, author = {Kamei, Yasutaka and Fukushima, Takafumi and McIntosh, Shane and Yamashita, Kazuhiro and Ubayashi, Naoyasu and Hassan, Ahmed E}, title = {Studying just-in-time defect prediction using cross-project models}, journal = {Empirical Software Engineering}, publisher = {Springer}, year = {2016}, volume = {21}, number = {5}, pages = {2072--2106} } |
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Kamei, Y., Matsumoto, S., Monden, A., Matsumoto, K.-i., Adams, B. and Hassan, A.E. | Revisiting common bug prediction findings using effort-aware models [BibTeX] |
2010 | Proceedings of the 2010 IEEE International Conference on Software Maintenance, pp. 1-10 | inproceedings | |
BibTeX:
@inproceedings{kamei2010revisiting, author = {Kamei, Yasutaka and Matsumoto, Shinsuke and Monden, Akito and Matsumoto, Ken-ichi and Adams, Bram and Hassan, Ahmed E}, title = {Revisiting common bug prediction findings using effort-aware models}, booktitle = {Proceedings of the 2010 IEEE International Conference on Software Maintenance}, year = {2010}, pages = {1--10} } |
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Kamei, Y. and Shihab, E. | Defect prediction: Accomplishments and future challenges [BibTeX] |
2016 | Vol. 5Proceedings of the 2016 IEEE 23rd international conference on software analysis, evolution, and reengineering (SANER), pp. 33-45 |
inproceedings | |
BibTeX:
@inproceedings{kamei2016defect, author = {Kamei, Yasutaka and Shihab, Emad}, title = {Defect prediction: Accomplishments and future challenges}, booktitle = {Proceedings of the 2016 IEEE 23rd international conference on software analysis, evolution, and reengineering (SANER)}, year = {2016}, volume = {5}, pages = {33--45} } |
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Kamei, Y., Shihab, E., Adams, B., Hassan, A.E., Mockus, A., Sinha, A. and Ubayashi, N. | A large-scale empirical study of just-in-time quality assurance [BibTeX] |
2012 | IEEE Transactions on Software Engineering Vol. 39(6), pp. 757-773 |
article | |
BibTeX:
@article{kamei2012large, author = {Kamei, Yasutaka and Shihab, Emad and Adams, Bram and Hassan, Ahmed E and Mockus, Audris and Sinha, Anand and Ubayashi, Naoyasu}, title = {A large-scale empirical study of just-in-time quality assurance}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2012}, volume = {39}, number = {6}, pages = {757--773} } |
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Kasai, N., Morisaki, S. and Matsumoto, K. | Fault-prone module prediction using a prediction model and manual inspection [BibTeX] |
2013 | Vol. 1Proceedings of 2013 20th Asia-Pacific Software Engineering Conference, pp. 106-115 |
inproceedings | |
BibTeX:
@inproceedings{kasai2013fault, author = {Kasai, Norimitsu and Morisaki, Shuji and Matsumoto, Kenichi}, title = {Fault-prone module prediction using a prediction model and manual inspection}, booktitle = {Proceedings of 2013 20th Asia-Pacific Software Engineering Conference}, year = {2013}, volume = {1}, pages = {106--115} } |
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Kaya, A., Keceli, A.S., Catal, C. and Tekinerdogan, B. | The impact of feature types, classifiers, and data balancing techniques on software vulnerability prediction models [BibTeX] |
2019 | Journal of Software: Evolution and Process, pp. e2164 | article | |
BibTeX:
@article{kayaimpact, author = {Kaya, Aydin and Keceli, Ali Seydi and Catal, Cagatay and Tekinerdogan, Bedir}, title = {The impact of feature types, classifiers, and data balancing techniques on software vulnerability prediction models}, journal = {Journal of Software: Evolution and Process}, publisher = {Wiley Online Library}, year = {2019}, pages = {e2164} } |
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Kim, M., Nam, J., Yeon, J., Choi, S. and Kim, S. | REMI: defect prediction for efficient API testing [BibTeX] |
2015 | Proceedings of the 2015 10th Joint Meeting on Foundations of Software Engineering, pp. 990-993 | inproceedings | |
BibTeX:
@inproceedings{kim2015remi, author = {Kim, Mijung and Nam, Jaechang and Yeon, Jaehyuk and Choi, Soonhwang and Kim, Sunghun}, title = {REMI: defect prediction for efficient API testing}, booktitle = {Proceedings of the 2015 10th Joint Meeting on Foundations of Software Engineering}, year = {2015}, pages = {990--993} } |
|||||
Kim, S., Whitehead Jr, E.J. and Zhang, Y. | Classifying software changes: Clean or buggy? [BibTeX] |
2008 | IEEE Transactions on Software Engineering Vol. 34(2), pp. 181-196 |
article | |
BibTeX:
@article{kim2008classifying, author = {Kim, Sunghun and Whitehead Jr, E James and Zhang, Yi}, title = {Classifying software changes: Clean or buggy?}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2008}, volume = {34}, number = {2}, pages = {181--196} } |
|||||
Kim, S., Zhang, H., Wu, R. and Gong, L. | Dealing with noise in defect prediction [BibTeX] |
2011 | Proceedings of the 33rd International Conference on Software Engineering, pp. 481-490 | inproceedings | |
BibTeX:
@inproceedings{kim2011dealing, author = {Kim, Sunghun and Zhang, Hongyu and Wu, Rongxin and Gong, Liang}, title = {Dealing with noise in defect prediction}, booktitle = {Proceedings of the 33rd International Conference on Software Engineering}, year = {2011}, pages = {481--490} } |
|||||
Kim, S., Zimmermann, T., Pan, K., James Jr, E. and others | Automatic identification of bug-introducing changes [BibTeX] |
2006 | Proceedings of the 21st IEEE/ACM International Conference on Automated Software Engineering, pp. 81-90 | inproceedings | |
BibTeX:
@inproceedings{kim2006automatic, author = {Kim, Sunghun and Zimmermann, Thomas and Pan, Kai and James Jr, E and others}, title = {Automatic identification of bug-introducing changes}, booktitle = {Proceedings of the 21st IEEE/ACM International Conference on Automated Software Engineering}, year = {2006}, pages = {81--90} } |
|||||
Kim, S., Zimmermann, T., Whitehead Jr, E.J. and Zeller, A. | Predicting faults from cached history [BibTeX] |
2007 | Proceedings of the 29th International Conference on Software Engineering, pp. 489-498 | inproceedings | |
BibTeX:
@inproceedings{kim2007predicting, author = {Kim, Sunghun and Zimmermann, Thomas and Whitehead Jr, E James and Zeller, Andreas}, title = {Predicting faults from cached history}, booktitle = {Proceedings of the 29th International Conference on Software Engineering}, year = {2007}, pages = {489--498} } |
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Kim, Y., Mun, S., Yoo, S. and Kim, M. | Precise Learn-to-Rank Fault Localization Using Dynamic and Static Features of Target Programs [BibTeX] |
2019 | ACM Transactions on Software Engineering and Methodology Vol. 28(4), pp. 23 |
article | |
BibTeX:
@article{Kim2019, author = {Kim, Yunho and Mun, Seokhyeon and Yoo, Shin and Kim, Moonzoo}, title = {Precise Learn-to-Rank Fault Localization Using Dynamic and Static Features of Target Programs}, journal = {ACM Transactions on Software Engineering and Methodology}, publisher = {ACM}, year = {2019}, volume = {28}, number = {4}, pages = {23} } |
|||||
Kim, Y., Mun, S., Yoo, S. and Kim, M. | Precise Learn-to-Rank Fault Localization Using Dynamic and Static Features of Target Programs [BibTeX] |
2019 | ACM Transactions on Software Engineering and Methodology Vol. 28(4), pp. 23 |
article | |
BibTeX:
@article{kim2019precise, author = {Kim, Yunho and Mun, Seokhyeon and Yoo, Shin and Kim, Moonzoo}, title = {Precise Learn-to-Rank Fault Localization Using Dynamic and Static Features of Target Programs}, journal = {ACM Transactions on Software Engineering and Methodology}, publisher = {ACM}, year = {2019}, volume = {28}, number = {4}, pages = {23} } |
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Kläs, M., Elberzhager, F., Münch, J., Hartjes, K. and von Graevemeyer, O. | Transparent combination of expert and measurement data for defect prediction: an industrial case study [BibTeX] |
2010 | Proceedings of the 32nd International Conference on Software Engineering, pp. 119-128 | inproceedings | |
BibTeX:
@inproceedings{klas2010transparent, author = {Kläs, Michael and Elberzhager, Frank and Münch, Jürgen and Hartjes, Klaus and von Graevemeyer, Olaf}, title = {Transparent combination of expert and measurement data for defect prediction: an industrial case study}, booktitle = {Proceedings of the 32nd International Conference on Software Engineering}, year = {2010}, pages = {119--128} } |
|||||
Knab, P., Pinzger, M. and Bernstein, A. | Predicting defect densities in source code files with decision tree learners [BibTeX] |
2006 | Proceedings of the 2006 international workshop on Mining software repositories, pp. 119-125 | inproceedings | |
BibTeX:
@inproceedings{knab2006predicting, author = {Knab, Patrick and Pinzger, Martin and Bernstein, Abraham}, title = {Predicting defect densities in source code files with decision tree learners}, booktitle = {Proceedings of the 2006 international workshop on Mining software repositories}, year = {2006}, pages = {119--125} } |
|||||
Kocaguneli, E., Cukic, B., Menzies, T. and Lu, H. | Building a second opinion: learning cross-company data [BibTeX] |
2013 | Proceedings of the 9th International Conference on Predictive Models in Software Engineering, pp. 12 | inproceedings | |
BibTeX:
@inproceedings{kocaguneli2013building, author = {Kocaguneli, Ekrem and Cukic, Bojan and Menzies, Tim and Lu, Huihua}, title = {Building a second opinion: learning cross-company data}, booktitle = {Proceedings of the 9th International Conference on Predictive Models in Software Engineering}, year = {2013}, pages = {12} } |
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Kondo, M., Bezemer, C.-P., Kamei, Y., Hassan, A.E. and Mizuno, O. | The impact of feature reduction techniques on defect prediction models [BibTeX] |
2019 | Empirical Software Engineering, pp. 1-39 | article | |
BibTeX:
@article{kondo2019impact, author = {Kondo, Masanari and Bezemer, Cor-Paul and Kamei, Yasutaka and Hassan, Ahmed E and Mizuno, Osamu}, title = {The impact of feature reduction techniques on defect prediction models}, journal = {Empirical Software Engineering}, publisher = {Springer}, year = {2019}, pages = {1--39} } |
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Kondo, M., German, D.M., Mizuno, O. and Choi, E.-H. | The impact of context metrics on just-in-time defect prediction [BibTeX] |
2019 | Empirical Software Engineering, pp. 1-50 | article | |
BibTeX:
@article{kondo2019impact2, author = {Kondo, Masanari and German, Daniel M and Mizuno, Osamu and Choi, Eun-Hye}, title = {The impact of context metrics on just-in-time defect prediction}, journal = {Empirical Software Engineering}, publisher = {Springer}, year = {2019}, pages = {1--50} } |
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Koru, A.G., El Emam, K., Zhang, D., Liu, H. and Mathew, D. | Theory of relative defect proneness [BibTeX] |
2008 | Empirical Software Engineering Vol. 13(5), pp. 473 |
article | |
BibTeX:
@article{koru2008theory, author = {Koru, A Güneş and El Emam, Khaled and Zhang, Dongsong and Liu, Hongfang and Mathew, Divya}, title = {Theory of relative defect proneness}, journal = {Empirical Software Engineering}, publisher = {Springer}, year = {2008}, volume = {13}, number = {5}, pages = {473} } |
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Koru, G., Liu, H., Zhang, D. and El Emam, K. | Testing the theory of relative defect proneness for closed-source software [BibTeX] |
2010 | Empirical Software Engineering Vol. 15(6), pp. 577-598 |
article | |
BibTeX:
@article{koru2010testing, author = {Koru, Gunes and Liu, Hongfang and Zhang, Dongsong and El Emam, Khaled}, title = {Testing the theory of relative defect proneness for closed-source software}, journal = {Empirical Software Engineering}, publisher = {Springer}, year = {2010}, volume = {15}, number = {6}, pages = {577--598} } |
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Kpodjedo, S., Ricca, F., Galinier, P., Guéhéneuc, Y.-G. and Antoniol, G. | Design evolution metrics for defect prediction in object oriented systems [BibTeX] |
2011 | Empirical Software Engineering Vol. 16(1), pp. 141-175 |
article | |
BibTeX:
@article{kpodjedo2011design, author = {Kpodjedo, Segla and Ricca, Filippo and Galinier, Philippe and Guéhéneuc, Yann-Gaël and Antoniol, Giuliano}, title = {Design evolution metrics for defect prediction in object oriented systems}, journal = {Empirical Software Engineering}, publisher = {Springer}, year = {2011}, volume = {16}, number = {1}, pages = {141--175} } |
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Krishna, R. and Menzies, T. | Bellwethers: A baseline method for transfer learning [BibTeX] |
2018 | IEEE Transactions on Software Engineering | article | |
BibTeX:
@article{krishna2018bellwethers, author = {Krishna, Rahul and Menzies, Tim}, title = {Bellwethers: A baseline method for transfer learning}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2018} } |
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Krishna, R., Menzies, T. and Fu, W. | Too much automation? The bellwether effect and its implications for transfer learning [BibTeX] |
2016 | Proceedings of the 31st IEEE/ACM International Conference on Automated Software Engineering, pp. 122-131 | inproceedings | |
BibTeX:
@inproceedings{krishna2016too, author = {Krishna, Rahul and Menzies, Tim and Fu, Wei}, title = {Too much automation? The bellwether effect and its implications for transfer learning}, booktitle = {Proceedings of the 31st IEEE/ACM International Conference on Automated Software Engineering}, year = {2016}, pages = {122--131} } |
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Kumar, L., Sripada, S.K., Sureka, A. and Rath, S.K. | Effective fault prediction model developed using least square support vector machine (LSSVM) [BibTeX] |
2018 | Journal of Systems and Software Vol. 137, pp. 686-712 |
article | |
BibTeX:
@article{kumar2018effective, author = {Kumar, Lov and Sripada, Sai Krishna and Sureka, Ashish and Rath, Santanu Ku}, title = {Effective fault prediction model developed using least square support vector machine (LSSVM)}, journal = {Journal of Systems and Software}, publisher = {Elsevier}, year = {2018}, volume = {137}, pages = {686--712} } |
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Laradji, I.H., Alshayeb, M. and Ghouti, L. | Software defect prediction using ensemble learning on selected features [BibTeX] |
2015 | Information and Software Technology Vol. 58, pp. 388-402 |
article | |
BibTeX:
@article{laradji2015software, author = {Laradji, Issam H and Alshayeb, Mohammad and Ghouti, Lahouari}, title = {Software defect prediction using ensemble learning on selected features}, journal = {Information and Software Technology}, publisher = {Elsevier}, year = {2015}, volume = {58}, pages = {388--402} } |
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Le, T.-D.B., Linares-Vásquez, M., Lo, D. and Poshyvanyk, D. | RCLinker: automated linking of issue reports and commits leveraging rich contextual information [BibTeX] |
2015 | Proceedings of the 2015 IEEE 23rd International Conference on Program Comprehension, pp. 36-47 | inproceedings | |
BibTeX:
@inproceedings{le2015rclinker, author = {Le, Tien-Duy B and Linares-Vásquez, Mario and Lo, David and Poshyvanyk, Denys}, title = {RCLinker: automated linking of issue reports and commits leveraging rich contextual information}, booktitle = {Proceedings of the 2015 IEEE 23rd International Conference on Program Comprehension}, year = {2015}, pages = {36--47} } |
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Lee, T., Nam, J., Han, D., Kim, S. and In, H.P. | Micro interaction metrics for defect prediction [BibTeX] |
2011 | Proceedings of the 19th ACM SIGSOFT symposium and the 13th European conference on Foundations of software engineering, pp. 311-321 | inproceedings | |
BibTeX:
@inproceedings{lee2011micro, author = {Lee, Taek and Nam, Jaechang and Han, DongGyun and Kim, Sunghun and In, Hoh Peter}, title = {Micro interaction metrics for defect prediction}, booktitle = {Proceedings of the 19th ACM SIGSOFT symposium and the 13th European conference on Foundations of software engineering}, year = {2011}, pages = {311--321} } |
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Lee, T., Nam, J., Han, D., Kim, S. and In, H.P. | Developer micro interaction metrics for software defect prediction [BibTeX] |
2016 | IEEE Transactions on Software Engineering Vol. 42(11), pp. 1015-1035 |
article | |
BibTeX:
@article{lee2016developer, author = {Lee, Taek and Nam, Jaechang and Han, Donggyun and Kim, Sunghun and In, Hoh Peter}, title = {Developer micro interaction metrics for software defect prediction}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2016}, volume = {42}, number = {11}, pages = {1015--1035} } |
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Lessmann, S., Baesens, B., Mues, C. and Pietsch, S. | Benchmarking classification models for software defect prediction: A proposed framework and novel findings [BibTeX] |
2008 | IEEE Transactions on Software Engineering Vol. 34(4), pp. 485-496 |
article | |
BibTeX:
@article{lessmann2008benchmarking, author = {Lessmann, Stefan and Baesens, Bart and Mues, Christophe and Pietsch, Swantje}, title = {Benchmarking classification models for software defect prediction: A proposed framework and novel findings}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2008}, volume = {34}, number = {4}, pages = {485--496} } |
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Lewis, C., Lin, Z., Sadowski, C., Zhu, X., Ou, R. and Whitehead Jr, E.J. | Does bug prediction support human developers? findings from a google case study [BibTeX] |
2013 | Proceedings of the 2013 International Conference on Software Engineering, pp. 372-381 | inproceedings | |
BibTeX:
@inproceedings{lewis2013does, author = {Lewis, Chris and Lin, Zhongpeng and Sadowski, Caitlin and Zhu, Xiaoyan and Ou, Rong and Whitehead Jr, E James}, title = {Does bug prediction support human developers? findings from a google case study}, booktitle = {Proceedings of the 2013 International Conference on Software Engineering}, year = {2013}, pages = {372--381} } |
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Li, H., Li, X., Chen, X., Xie, X., Mu, Y. and Feng, Z. | Cross-project Defect Prediction via ASTToken2Vec and BLSTM based Neural Network [BibTeX] |
2019 | Proceedings of the 2019 International Joint Conference on Neural Networks | inproceedings | |
BibTeX:
@inproceedings{Li:IJCNN2019, author = {Hao Li and Xiaohong Li and Xiang Chen and Xiaofei Xie and Yanzhou Mu and Zhiyong Feng}, title = {Cross-project Defect Prediction via ASTToken2Vec and BLSTM based Neural Network}, booktitle = {Proceedings of the 2019 International Joint Conference on Neural Networks}, year = {2019} } |
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Li, J., He, P., Zhu, J. and Lyu, M.R. | Software defect prediction via convolutional neural network [BibTeX] |
2017 | Proceedings of the 2017 IEEE International Conference on Software Quality, Reliability and Security, pp. 318-328 | inproceedings | |
BibTeX:
@inproceedings{li2017software, author = {Li, Jian and He, Pinjia and Zhu, Jieming and Lyu, Michael R}, title = {Software defect prediction via convolutional neural network}, booktitle = {Proceedings of the 2017 IEEE International Conference on Software Quality, Reliability and Security}, year = {2017}, pages = {318--328} } |
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Li, L., Lessmann, S. and Baesens, B. | Evaluating software defect prediction performance: an updated benchmarking study [BibTeX] |
2019 | arXiv preprint arXiv:1901.01726 | article | |
BibTeX:
@article{li2019evaluating, author = {Li, Libo and Lessmann, Stefan and Baesens, Bart}, title = {Evaluating software defect prediction performance: an updated benchmarking study}, journal = {arXiv preprint arXiv:1901.01726}, year = {2019} } |
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Li, M., Zhang, H., Wu, R. and Zhou, Z.-H. | Sample-based software defect prediction with active and semi-supervised learning [BibTeX] |
2012 | Automated Software Engineering Vol. 19(2), pp. 201-230 |
article | |
BibTeX:
@article{li2012sample, author = {Li, Ming and Zhang, Hongyu and Wu, Rongxin and Zhou, Zhi-Hua}, title = {Sample-based software defect prediction with active and semi-supervised learning}, journal = {Automated Software Engineering}, publisher = {Springer}, year = {2012}, volume = {19}, number = {2}, pages = {201--230} } |
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Li, P.L., Herbsleb, J., Shaw, M. and Robinson, B. | Experiences and results from initiating field defect prediction and product test prioritization efforts at ABB Inc. [BibTeX] |
2006 | Proceedings of the 28th international conference on Software engineering, pp. 413-422 | inproceedings | |
BibTeX:
@inproceedings{li2006experiences, author = {Li, Paul Luo and Herbsleb, James and Shaw, Mary and Robinson, Brian}, title = {Experiences and results from initiating field defect prediction and product test prioritization efforts at ABB Inc.}, booktitle = {Proceedings of the 28th international conference on Software engineering}, year = {2006}, pages = {413--422} } |
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Li, Z., Jing, X.-Y., Wu, F., Zhu, X., Xu, B. and Ying, S. | Cost-sensitive transfer kernel canonical correlation analysis for heterogeneous defect prediction [BibTeX] |
2018 | Automated Software Engineering Vol. 25(2), pp. 201-245 |
article | |
BibTeX:
@article{li2018cost, author = {Li, Zhiqiang and Jing, Xiao-Yuan and Wu, Fei and Zhu, Xiaoke and Xu, Baowen and Ying, Shi}, title = {Cost-sensitive transfer kernel canonical correlation analysis for heterogeneous defect prediction}, journal = {Automated Software Engineering}, publisher = {Springer}, year = {2018}, volume = {25}, number = {2}, pages = {201--245} } |
|||||
Li, Z., Jing, X.-Y. and Zhu, X. | Heterogeneous fault prediction with cost-sensitive domain adaptation [BibTeX] |
2018 | Software Testing, Verification and Reliability Vol. 28(2), pp. e1658 |
article | |
BibTeX:
@article{Li2018, author = {Li, Zhiqiang and Jing, Xiao-Yuan and Zhu, Xiaoke}, title = {Heterogeneous fault prediction with cost-sensitive domain adaptation}, journal = {Software Testing, Verification and Reliability}, publisher = {Wiley Online Library}, year = {2018}, volume = {28}, number = {2}, pages = {e1658} } |
|||||
Li, Z., Jing, X.-Y. and Zhu, X. | Heterogeneous fault prediction with cost-sensitive domain adaptation [BibTeX] |
2018 | Software Testing, Verification and Reliability Vol. 28(2), pp. e1658 |
article | |
BibTeX:
@article{li2018heterogeneous, author = {Li, Zhiqiang and Jing, Xiao-Yuan and Zhu, Xiaoke}, title = {Heterogeneous fault prediction with cost-sensitive domain adaptation}, journal = {Software Testing, Verification and Reliability}, publisher = {Wiley Online Library}, year = {2018}, volume = {28}, number = {2}, pages = {e1658} } |
|||||
Li, Z., Jing, X.-Y. and Zhu, X. | Progress on approaches to software defect prediction [BibTeX] |
2018 | IET Software Vol. 12(3), pp. 161-175 |
article | |
BibTeX:
@article{li2018progress, author = {Li, Zhiqiang and Jing, Xiao-Yuan and Zhu, Xiaoke}, title = {Progress on approaches to software defect prediction}, journal = {IET Software}, publisher = {IET}, year = {2018}, volume = {12}, number = {3}, pages = {161--175} } |
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Li, Z., Jing, X.-Y., Zhu, X. and Zhang, H. | Heterogeneous defect prediction through multiple kernel learning and ensemble learning [BibTeX] |
2017 | Proceedings of the 2017 IEEE International Conference on Software Maintenance and Evolution, pp. 91-102 | inproceedings | |
BibTeX:
@inproceedings{li2017heterogeneous, author = {Li, Zhiqiang and Jing, Xiao-Yuan and Zhu, Xiaoke and Zhang, Hongyu}, title = {Heterogeneous defect prediction through multiple kernel learning and ensemble learning}, booktitle = {Proceedings of the 2017 IEEE International Conference on Software Maintenance and Evolution}, year = {2017}, pages = {91--102} } |
|||||
Li, Z., Jing, X.-Y., Zhu, X., Zhang, H., Xu, B. and Ying, S. | Heterogeneous defect prediction with two-stage ensemble learning [BibTeX] |
2019 | Automated Software Engineering, pp. 1-53 | article | |
BibTeX:
@article{li2019heterogeneous, author = {Li, Zhiqiang and Jing, Xiao-Yuan and Zhu, Xiaoke and Zhang, Hongyu and Xu, Baowen and Ying, Shi}, title = {Heterogeneous defect prediction with two-stage ensemble learning}, journal = {Automated Software Engineering}, publisher = {Springer}, year = {2019}, pages = {1--53} } |
|||||
Limsettho, N., Bennin, K.E., Keung, J.W., Hata, H. and Matsumoto, K. | Cross project defect prediction using class distribution estimation and oversampling [BibTeX] |
2018 | Information and Software Technology Vol. 100, pp. 87-102 |
article | |
BibTeX:
@article{limsettho2018cross, author = {Limsettho, Nachai and Bennin, Kwabena Ebo and Keung, Jacky W and Hata, Hideaki and Matsumoto, Kenichi}, title = {Cross project defect prediction using class distribution estimation and oversampling}, journal = {Information and Software Technology}, publisher = {Elsevier}, year = {2018}, volume = {100}, pages = {87--102} } |
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Liu, C., Yang, D., Xia, X., Yan, M. and Zhang, X. | Cross-Project Change-Proneness Prediction [BibTeX] |
2018 | Vol. 1Proceedings of 2018 IEEE 42nd Annual Computer Software and Applications Conference, pp. 64-73 |
inproceedings | |
BibTeX:
@inproceedings{liu2018cross, author = {Liu, Chao and Yang, Dan and Xia, Xin and Yan, Meng and Zhang, Xiaohong}, title = {Cross-Project Change-Proneness Prediction}, booktitle = {Proceedings of 2018 IEEE 42nd Annual Computer Software and Applications Conference}, year = {2018}, volume = {1}, pages = {64--73} } |
|||||
Liu, C., Yang, D., Xia, X., Yan, M. and Zhang, X. | A two-phase transfer learning model for cross-project defect prediction [BibTeX] |
2019 | Information and Software Technology Vol. 107, pp. 125-136 |
article | |
BibTeX:
@article{liu2019two, author = {Liu, Chao and Yang, Dan and Xia, Xin and Yan, Meng and Zhang, Xiaohong}, title = {A two-phase transfer learning model for cross-project defect prediction}, journal = {Information and Software Technology}, publisher = {Elsevier}, year = {2019}, volume = {107}, pages = {125--136} } |
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Liu, H., Yu, Y., Li, B., Yang, Y. and Jia, R. | Are Smell-Based Metrics Actually Useful in Effort-Aware Structural Change-Proneness Prediction? An Empirical Study [BibTeX] |
2018 | Proceedings of 2018 25th Asia-Pacific Software Engineering Conference, pp. 315-324 | inproceedings | |
BibTeX:
@inproceedings{liu2018smell, author = {Liu, Huihui and Yu, Yijun and Li, Bixin and Yang, Yibiao and Jia, Ru}, title = {Are Smell-Based Metrics Actually Useful in Effort-Aware Structural Change-Proneness Prediction? An Empirical Study}, booktitle = {Proceedings of 2018 25th Asia-Pacific Software Engineering Conference}, year = {2018}, pages = {315--324} } |
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Liu, J., Zhou, Y., Yang, Y., Lu, H. and Xu, B. | Code churn: A neglected metric in effort-aware just-in-time defect prediction [BibTeX] |
2017 | Proceedings of the 11th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, pp. 11-19 | inproceedings | |
BibTeX:
@inproceedings{liu2017code, author = {Liu, Jinping and Zhou, Yuming and Yang, Yibiao and Lu, Hongmin and Xu, Baowen}, title = {Code churn: A neglected metric in effort-aware just-in-time defect prediction}, booktitle = {Proceedings of the 11th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement}, year = {2017}, pages = {11--19} } |
|||||
Liu, M., Miao, L. and Zhang, D. | Two-stage cost-sensitive learning for software defect prediction [BibTeX] |
2014 | IEEE Transactions on Reliability Vol. 63(2), pp. 676-686 |
article | |
BibTeX:
@article{liu2014two, author = {Liu, Mingxia and Miao, Linsong and Zhang, Daoqiang}, title = {Two-stage cost-sensitive learning for software defect prediction}, journal = {IEEE Transactions on Reliability}, publisher = {IEEE}, year = {2014}, volume = {63}, number = {2}, pages = {676--686} } |
|||||
Liu, S., Chen, X., Liu, W., Chen, J., Gu, Q. and Chen, D. | FECAR: A feature selection framework for software defect prediction [BibTeX] |
2014 | Proceedings of the 2014 IEEE 38th Annual Computer Software and Applications Conference, pp. 426-435 | inproceedings | |
BibTeX:
@inproceedings{liu2014fecar, author = {Liu, Shulong and Chen, Xiang and Liu, Wangshu and Chen, Jiaqiang and Gu, Qing and Chen, Daoxu}, title = {FECAR: A feature selection framework for software defect prediction}, booktitle = {Proceedings of the 2014 IEEE 38th Annual Computer Software and Applications Conference}, year = {2014}, pages = {426--435} } |
|||||
Liu, W., Liu, S., Gu, Q., Chen, J., Chen, X. and Chen, D. | Empirical studies of a two-stage data preprocessing approach for software fault prediction [BibTeX] |
2015 | IEEE Transactions on Reliability Vol. 65(1), pp. 38-53 |
article | |
BibTeX:
@article{liu2015empirical, author = {Liu, Wangshu and Liu, Shulong and Gu, Qing and Chen, Jiaqiang and Chen, Xiang and Chen, Daoxu}, title = {Empirical studies of a two-stage data preprocessing approach for software fault prediction}, journal = {IEEE Transactions on Reliability}, publisher = {IEEE}, year = {2015}, volume = {65}, number = {1}, pages = {38--53} } |
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Liu, W., Liu, S., Gu, Q., Chen, X. and Chen, D. | Fecs: A cluster based feature selection method for software fault prediction with noises [BibTeX] |
2015 | Vol. 2Proceedings of 2015 IEEE 39th Annual Computer Software and Applications Conference, pp. 276-281 |
inproceedings | |
BibTeX:
@inproceedings{liu2015fecs, author = {Liu, Wangshu and Liu, Shulong and Gu, Qing and Chen, Xiang and Chen, Daoxu}, title = {Fecs: A cluster based feature selection method for software fault prediction with noises}, booktitle = {Proceedings of 2015 IEEE 39th Annual Computer Software and Applications Conference}, year = {2015}, volume = {2}, pages = {276--281} } |
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Liu, Y., Khoshgoftaar, T.M. and Seliya, N. | Evolutionary optimization of software quality modeling with multiple repositories [BibTeX] |
2010 | IEEE Transactions on Software Engineering Vol. 36(6), pp. 852-864 |
article | |
BibTeX:
@article{liu2010evolutionary, author = {Liu, Yi and Khoshgoftaar, Taghi M and Seliya, Naeem}, title = {Evolutionary optimization of software quality modeling with multiple repositories}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2010}, volume = {36}, number = {6}, pages = {852--864} } |
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Liu, Y., Li, Y., Guo, J., Zhou, Y. and Xu, B. | Connecting software metrics across versions to predict defects [BibTeX] |
2018 | Proceedings of the 2018 IEEE 25th International Conference on Software Analysis, Evolution and Reengineering, pp. 232-243 | inproceedings | |
BibTeX:
@inproceedings{liu2018connecting, author = {Liu, Yibin and Li, Yanhui and Guo, Jianbo and Zhou, Yuming and Xu, Baowen}, title = {Connecting software metrics across versions to predict defects}, booktitle = {Proceedings of the 2018 IEEE 25th International Conference on Software Analysis, Evolution and Reengineering}, year = {2018}, pages = {232--243} } |
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Loyola, P. and Matsuo, Y. | Learning Feature Representations from Change Dependency Graphs for Defect Prediction [BibTeX] |
2017 | Proceedings of 2017 IEEE 28th International Symposium on Software Reliability Engineering, pp. 361-372 | inproceedings | |
BibTeX:
@inproceedings{loyola2017learning, author = {Loyola, Pablo and Matsuo, Yutaka}, title = {Learning Feature Representations from Change Dependency Graphs for Defect Prediction}, booktitle = {Proceedings of 2017 IEEE 28th International Symposium on Software Reliability Engineering}, year = {2017}, pages = {361--372} } |
|||||
Lu, H. and Cukic, B. | An adaptive approach with active learning in software fault prediction [BibTeX] |
2012 | Proceedings of the 8th International Conference on Predictive Models in Software Engineering, pp. 79-88 | inproceedings | |
BibTeX:
@inproceedings{lu2012adaptive, author = {Lu, Huihua and Cukic, Bojan}, title = {An adaptive approach with active learning in software fault prediction}, booktitle = {Proceedings of the 8th International Conference on Predictive Models in Software Engineering}, year = {2012}, pages = {79--88} } |
|||||
Lu, H., Cukic, B. and Culp, M. | An iterative semi-supervised approach to software fault prediction [BibTeX] |
2011 | Proceedings of the 7th International Conference on Predictive Models in Software Engineering, pp. 15 | inproceedings | |
BibTeX:
@inproceedings{lu2011iterative, author = {Lu, Huihua and Cukic, Bojan and Culp, Mark}, title = {An iterative semi-supervised approach to software fault prediction}, booktitle = {Proceedings of the 7th International Conference on Predictive Models in Software Engineering}, year = {2011}, pages = {15} } |
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Lu, H., Cukic, B. and Culp, M. | Software defect prediction using semi-supervised learning with dimension reduction [BibTeX] |
2012 | Proceedings of the 27th IEEE/ACM International Conference on Automated Software Engineering, pp. 314-317 | inproceedings | |
BibTeX:
@inproceedings{lu2012software, author = {Lu, Huihua and Cukic, Bojan and Culp, Mark}, title = {Software defect prediction using semi-supervised learning with dimension reduction}, booktitle = {Proceedings of the 27th IEEE/ACM International Conference on Automated Software Engineering}, year = {2012}, pages = {314--317} } |
|||||
Lu, H., Cukic, B. and Culp, M. | A semi-supervised approach to software defect prediction [BibTeX] |
2014 | Proceedings of 2014 IEEE 38th Annual Computer Software and Applications Conference, pp. 416-425 | inproceedings | |
BibTeX:
@inproceedings{lu2014semi, author = {Lu, Huihua and Cukic, Bojan and Culp, Mark}, title = {A semi-supervised approach to software defect prediction}, booktitle = {Proceedings of 2014 IEEE 38th Annual Computer Software and Applications Conference}, year = {2014}, pages = {416--425} } |
|||||
Lu, H., Kocaguneli, E. and Cukic, B. | Defect prediction between software versions with active learning and dimensionality reduction [BibTeX] |
2014 | Proceedings of the 2014 IEEE 25th International Symposium on Software Reliability Engineering, pp. 312-322 | inproceedings | |
BibTeX:
@inproceedings{lu2014defect, author = {Lu, Huihua and Kocaguneli, Ekrem and Cukic, Bojan}, title = {Defect prediction between software versions with active learning and dimensionality reduction}, booktitle = {Proceedings of the 2014 IEEE 25th International Symposium on Software Reliability Engineering}, year = {2014}, pages = {312--322} } |
|||||
Lu, H., Zhou, Y., Xu, B., Leung, H. and Chen, L. | The ability of object-oriented metrics to predict change-proneness: a meta-analysis [BibTeX] |
2012 | Empirical software engineering Vol. 17(3), pp. 200-242 |
article | |
BibTeX:
@article{lu2012ability, author = {Lu, Hongmin and Zhou, Yuming and Xu, Baowen and Leung, Hareton and Chen, Lin}, title = {The ability of object-oriented metrics to predict change-proneness: a meta-analysis}, journal = {Empirical software engineering}, publisher = {Springer}, year = {2012}, volume = {17}, number = {3}, pages = {200--242} } |
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Ma, W., Chen, L., Yang, Y., Zhou, Y. and Xu, B. | Empirical analysis of network measures for effort-aware fault-proneness prediction [BibTeX] |
2016 | Information and Software Technology Vol. 69, pp. 50-70 |
article | |
BibTeX:
@article{ma2016empirical, author = {Ma, Wanwangying and Chen, Lin and Yang, Yibiao and Zhou, Yuming and Xu, Baowen}, title = {Empirical analysis of network measures for effort-aware fault-proneness prediction}, journal = {Information and Software Technology}, publisher = {Elsevier}, year = {2016}, volume = {69}, pages = {50--70} } |
|||||
Ma, Y., Luo, G., Zeng, X. and Chen, A. | Transfer learning for cross-company software defect prediction [BibTeX] |
2012 | Information and Software Technology Vol. 54(3), pp. 248-256 |
article | |
BibTeX:
@article{ma2012transfer, author = {Ma, Ying and Luo, Guangchun and Zeng, Xue and Chen, Aiguo}, title = {Transfer learning for cross-company software defect prediction}, journal = {Information and Software Technology}, publisher = {Elsevier}, year = {2012}, volume = {54}, number = {3}, pages = {248--256} } |
|||||
Madeyski, L. and Jureczko, M. | Which process metrics can significantly improve defect prediction models? An empirical study [BibTeX] |
2015 | Software Quality Journal Vol. 23(3), pp. 393-422 |
article | |
BibTeX:
@article{madeyski2015process, author = {Madeyski, Lech and Jureczko, Marian}, title = {Which process metrics can significantly improve defect prediction models? An empirical study}, journal = {Software Quality Journal}, publisher = {Springer}, year = {2015}, volume = {23}, number = {3}, pages = {393--422} } |
|||||
Madeyski, L. and Kawalerowicz, M. | Continuous defect prediction: the idea and a related dataset [BibTeX] |
2017 | Proceedings of the 14th International Conference on Mining Software Repositories, pp. 515-518 | inproceedings | |
BibTeX:
@inproceedings{madeyski2017continuous, author = {Madeyski, Lech and Kawalerowicz, Marcin}, title = {Continuous defect prediction: the idea and a related dataset}, booktitle = {Proceedings of the 14th International Conference on Mining Software Repositories}, year = {2017}, pages = {515--518} } |
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Mahmood, Z., Bowes, D., Hall, T., Lane, P.C. and Petrić, J. | Reproducibility and replicability of software defect prediction studies [BibTeX] |
2018 | Information and Software Technology Vol. 99, pp. 148-163 |
article | |
BibTeX:
@article{mahmood2018reproducibility, author = {Mahmood, Zaheed and Bowes, David and Hall, Tracy and Lane, Peter CR and Petrić, Jean}, title = {Reproducibility and replicability of software defect prediction studies}, journal = {Information and Software Technology}, publisher = {Elsevier}, year = {2018}, volume = {99}, pages = {148--163} } |
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Mahmood, Z., Bowes, D., Lane, P.C. and Hall, T. | What is the impact of imbalance on software defect prediction performance? [BibTeX] |
2015 | Proceedings of the 11th International Conference on Predictive Models and Data Analytics in Software Engineering, pp. 4 | inproceedings | |
BibTeX:
@inproceedings{mahmood2015impact, author = {Mahmood, Zaheed and Bowes, David and Lane, Peter CR and Hall, Tracy}, title = {What is the impact of imbalance on software defect prediction performance?}, booktitle = {Proceedings of the 11th International Conference on Predictive Models and Data Analytics in Software Engineering}, year = {2015}, pages = {4} } |
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Malhotra, R. | An empirical framework for defect prediction using machine learning techniques with Android software [BibTeX] |
2016 | Applied Soft Computing Vol. 49, pp. 1034-1050 |
article | |
BibTeX:
@article{malhotra2016empirical, author = {Malhotra, Ruchika}, title = {An empirical framework for defect prediction using machine learning techniques with Android software}, journal = {Applied Soft Computing}, publisher = {Elsevier}, year = {2016}, volume = {49}, pages = {1034--1050} } |
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Malhotra, R. and Khanna, M. | An empirical study for software change prediction using imbalanced data [BibTeX] |
2017 | Empirical Software Engineering Vol. 22(6), pp. 2806-2851 |
article | |
BibTeX:
@article{malhotra2017empirical, author = {Malhotra, Ruchika and Khanna, Megha}, title = {An empirical study for software change prediction using imbalanced data}, journal = {Empirical Software Engineering}, publisher = {Springer}, year = {2017}, volume = {22}, number = {6}, pages = {2806--2851} } |
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Malhotra, R. and Khanna, M. | Particle swarm optimization-based ensemble learning for software change prediction [BibTeX] |
2018 | Information and Software Technology Vol. 102, pp. 65-84 |
article | |
BibTeX:
@article{malhotra2018particle, author = {Malhotra, Ruchika and Khanna, Megha}, title = {Particle swarm optimization-based ensemble learning for software change prediction}, journal = {Information and Software Technology}, publisher = {Elsevier}, year = {2018}, volume = {102}, pages = {65--84} } |
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Matsumoto, S., Kamei, Y., Monden, A., Matsumoto, K.-i. and Nakamura, M. | An analysis of developer metrics for fault prediction [BibTeX] |
2010 | Proceedings of the 6th International Conference on Predictive Models in Software Engineering, pp. 18 | inproceedings | |
BibTeX:
@inproceedings{matsumoto2010analysis, author = {Matsumoto, Shinsuke and Kamei, Yasutaka and Monden, Akito and Matsumoto, Ken-ichi and Nakamura, Masahide}, title = {An analysis of developer metrics for fault prediction}, booktitle = {Proceedings of the 6th International Conference on Predictive Models in Software Engineering}, year = {2010}, pages = {18} } |
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McIntosh, S. and Kamei, Y. | Are fix-inducing changes a moving target? a longitudinal case study of just-in-time defect prediction [BibTeX] |
2017 | IEEE Transactions on Software Engineering Vol. 44(5), pp. 412-428 |
article | |
BibTeX:
@article{mcintosh2017fix, author = {McIntosh, Shane and Kamei, Yasutaka}, title = {Are fix-inducing changes a moving target? a longitudinal case study of just-in-time defect prediction}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2017}, volume = {44}, number = {5}, pages = {412--428} } |
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Mende, T. | Replication of defect prediction studies: problems, pitfalls and recommendations [BibTeX] |
2010 | Proceedings of the 6th International Conference on Predictive Models in Software Engineering, pp. 5 | inproceedings | |
BibTeX:
@inproceedings{mende2010replication, author = {Mende, Thilo}, title = {Replication of defect prediction studies: problems, pitfalls and recommendations}, booktitle = {Proceedings of the 6th International Conference on Predictive Models in Software Engineering}, year = {2010}, pages = {5} } |
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Mende, T. and Koschke, R. | Revisiting the evaluation of defect prediction models [BibTeX] |
2009 | Proceedings of the 5th International Conference on Predictor Models in Software Engineering, pp. 7 | inproceedings | |
BibTeX:
@inproceedings{mende2009revisiting, author = {Mende, Thilo and Koschke, Rainer}, title = {Revisiting the evaluation of defect prediction models}, booktitle = {Proceedings of the 5th International Conference on Predictor Models in Software Engineering}, year = {2009}, pages = {7} } |
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Mende, T. and Koschke, R. | Effort-aware defect prediction models [BibTeX] |
2010 | Proceedings of the 2010 14th European Conference on Software Maintenance and Reengineering, pp. 107-116 | inproceedings | |
BibTeX:
@inproceedings{mende2010effort, author = {Mende, Thilo and Koschke, Rainer}, title = {Effort-aware defect prediction models}, booktitle = {Proceedings of the 2010 14th European Conference on Software Maintenance and Reengineering}, year = {2010}, pages = {107--116} } |
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Meneely, A. and Williams, L. | Socio-technical developer networks: Should we trust our measurements? [BibTeX] |
2011 | Proceedings of the 33rd International Conference on Software Engineering, pp. 281-290 | inproceedings | |
BibTeX:
@inproceedings{meneely2011socio, author = {Meneely, Andrew and Williams, Laurie}, title = {Socio-technical developer networks: Should we trust our measurements?}, booktitle = {Proceedings of the 33rd International Conference on Software Engineering}, year = {2011}, pages = {281--290} } |
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Meneely, A., Williams, L., Snipes, W. and Osborne, J. | Predicting failures with developer networks and social network analysis [BibTeX] |
2008 | Proceedings of the 16th ACM SIGSOFT International Symposium on Foundations of software engineering, pp. 13-23 | inproceedings | |
BibTeX:
@inproceedings{meneely2008predicting, author = {Meneely, Andrew and Williams, Laurie and Snipes, Will and Osborne, Jason}, title = {Predicting failures with developer networks and social network analysis}, booktitle = {Proceedings of the 16th ACM SIGSOFT International Symposium on Foundations of software engineering}, year = {2008}, pages = {13--23} } |
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Menzies, T., Butcher, A., Cok, D., Marcus, A., Layman, L., Shull, F., Turhan, B. and Zimmermann, T. | Local versus global lessons for defect prediction and effort estimation [BibTeX] |
2012 | IEEE Transactions on Software Engineering Vol. 39(6), pp. 822-834 |
article | |
BibTeX:
@article{menzies2012local, author = {Menzies, Tim and Butcher, Andrew and Cok, David and Marcus, Andrian and Layman, Lucas and Shull, Forrest and Turhan, Burak and Zimmermann, Thomas}, title = {Local versus global lessons for defect prediction and effort estimation}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2012}, volume = {39}, number = {6}, pages = {822--834} } |
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Menzies, T., Butcher, A., Marcus, A., Zimmermann, T. and Cok, D. | Local vs. global models for effort estimation and defect prediction [BibTeX] |
2011 | Proceedings of the 2011 26th IEEE/ACM International Conference on Automated Software Engineering, pp. 343-351 | inproceedings | |
BibTeX:
@inproceedings{menzies2011local, author = {Menzies, Tim and Butcher, Andrew and Marcus, Andrian and Zimmermann, Thomas and Cok, David}, title = {Local vs. global models for effort estimation and defect prediction}, booktitle = {Proceedings of the 2011 26th IEEE/ACM International Conference on Automated Software Engineering}, year = {2011}, pages = {343--351} } |
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Menzies, T., Greenwald, J. and Frank, A. | Data mining static code attributes to learn defect predictors [BibTeX] |
2006 | IEEE transactions on software engineering Vol. 33(1), pp. 2-13 |
article | |
BibTeX:
@article{menzies2006data, author = {Menzies, Tim and Greenwald, Jeremy and Frank, Art}, title = {Data mining static code attributes to learn defect predictors}, journal = {IEEE transactions on software engineering}, publisher = {IEEE}, year = {2006}, volume = {33}, number = {1}, pages = {2--13} } |
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Menzies, T., Milton, Z., Turhan, B., Cukic, B., Jiang, Y. and Bener, A. | Defect prediction from static code features: current results, limitations, new approaches [BibTeX] |
2010 | Automated Software Engineering Vol. 17(4), pp. 375-407 |
article | |
BibTeX:
@article{menzies2010defect, author = {Menzies, Tim and Milton, Zach and Turhan, Burak and Cukic, Bojan and Jiang, Yue and Bener, Ayşe}, title = {Defect prediction from static code features: current results, limitations, new approaches}, journal = {Automated Software Engineering}, publisher = {Springer}, year = {2010}, volume = {17}, number = {4}, pages = {375--407} } |
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Menzies, T., Turhan, B., Bener, A., Gay, G., Cukic, B. and Jiang, Y. | Implications of ceiling effects in defect predictors [BibTeX] |
2008 | Proceedings of the 4th international workshop on Predictor models in software engineering, pp. 47-54 | inproceedings | |
BibTeX:
@inproceedings{menzies2008implications, author = {Menzies, Tim and Turhan, Burak and Bener, Ayse and Gay, Gregory and Cukic, Bojan and Jiang, Yue}, title = {Implications of ceiling effects in defect predictors}, booktitle = {Proceedings of the 4th international workshop on Predictor models in software engineering}, year = {2008}, pages = {47--54} } |
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Mezouar, M.E., Zhang, F. and Zou, Y. | Local versus global models for effort-aware defect prediction [BibTeX] |
2016 | Proceedings of the 26th Annual International Conference on Computer Science and Software Engineering, pp. 178-187 | inproceedings | |
BibTeX:
@inproceedings{mezouar2016local, author = {Mezouar, Mariam El and Zhang, Feng and Zou, Ying}, title = {Local versus global models for effort-aware defect prediction}, booktitle = {Proceedings of the 26th Annual International Conference on Computer Science and Software Engineering}, year = {2016}, pages = {178--187} } |
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Mockus, A. | Organizational volatility and its effects on software defects [BibTeX] |
2010 | Proceedings of the eighteenth ACM SIGSOFT international symposium on Foundations of software engineering, pp. 117-126 | inproceedings | |
BibTeX:
@inproceedings{mockus2010organizational, author = {Mockus, Audris}, title = {Organizational volatility and its effects on software defects}, booktitle = {Proceedings of the eighteenth ACM SIGSOFT international symposium on Foundations of software engineering}, year = {2010}, pages = {117--126} } |
|||||
Mockus, A. and Weiss, D.M. | Predicting risk of software changes [BibTeX] |
2000 | Bell Labs Technical Journal Vol. 5(2), pp. 169-180 |
article | |
BibTeX:
@article{mockus2000predicting, author = {Mockus, Audris and Weiss, David M}, title = {Predicting risk of software changes}, journal = {Bell Labs Technical Journal}, publisher = {Wiley Online Library}, year = {2000}, volume = {5}, number = {2}, pages = {169--180} } |
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Moeyersoms, J., de Fortuny, E.J., Dejaeger, K., Baesens, B. and Martens, D. | Comprehensible software fault and effort prediction: A data mining approach [BibTeX] |
2015 | Journal of Systems and Software Vol. 100, pp. 80-90 |
article | |
BibTeX:
@article{moeyersoms2015comprehensible, author = {Moeyersoms, Julie and de Fortuny, Enric Junqué and Dejaeger, Karel and Baesens, Bart and Martens, David}, title = {Comprehensible software fault and effort prediction: A data mining approach}, journal = {Journal of Systems and Software}, publisher = {Elsevier}, year = {2015}, volume = {100}, pages = {80--90} } |
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Monden, A., Hayashi, T., Shinoda, S., Shirai, K., Yoshida, J., Barker, M. and Matsumoto, K. | Assessing the cost effectiveness of fault prediction in acceptance testing [BibTeX] |
2013 | IEEE Transactions on Software Engineering Vol. 39(10), pp. 1345-1357 |
article | |
BibTeX:
@article{monden2013assessing, author = {Monden, Akito and Hayashi, Takuma and Shinoda, Shoji and Shirai, Kumiko and Yoshida, Junichi and Barker, Mike and Matsumoto, Kenichi}, title = {Assessing the cost effectiveness of fault prediction in acceptance testing}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2013}, volume = {39}, number = {10}, pages = {1345--1357} } |
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Monden, A., Keung, J., Morisaki, S., Kamei, Y. and Matsumoto, K.-i. | A heuristic rule reduction approach to software fault-proneness prediction [BibTeX] |
2012 | Vol. 1Proceedings of 2012 19th Asia-Pacific Software Engineering Conference, pp. 838-847 |
inproceedings | |
BibTeX:
@inproceedings{monden2012heuristic, author = {Monden, Akito and Keung, Jacky and Morisaki, Shuji and Kamei, Yasutaka and Matsumoto, Ken-ichi}, title = {A heuristic rule reduction approach to software fault-proneness prediction}, booktitle = {Proceedings of 2012 19th Asia-Pacific Software Engineering Conference}, year = {2012}, volume = {1}, pages = {838--847} } |
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Mori, T. and Uchihira, N. | Balancing the trade-off between accuracy and interpretability in software defect prediction [BibTeX] |
2019 | Empirical Software Engineering Vol. 24(2), pp. 779-825 |
article | |
BibTeX:
@article{mori2019balancing, author = {Mori, Toshiki and Uchihira, Naoshi}, title = {Balancing the trade-off between accuracy and interpretability in software defect prediction}, journal = {Empirical Software Engineering}, publisher = {Springer}, year = {2019}, volume = {24}, number = {2}, pages = {779--825} } |
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Morrison, P., Herzig, K., Murphy, B. and Williams, L. | Challenges with applying vulnerability prediction models [BibTeX] |
2015 | Proceedings of the 2015 Symposium and Bootcamp on the Science of Security, pp. 4 | inproceedings | |
BibTeX:
@inproceedings{morrison2015challenges, author = {Morrison, Patrick and Herzig, Kim and Murphy, Brendan and Williams, Laurie}, title = {Challenges with applying vulnerability prediction models}, booktitle = {Proceedings of the 2015 Symposium and Bootcamp on the Science of Security}, year = {2015}, pages = {4} } |
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Moser, R., Pedrycz, W. and Succi, G. | A comparative analysis of the efficiency of change metrics and static code attributes for defect prediction [BibTeX] |
2008 | Proceedings of the 30th International Conference on Software Engineering, pp. 181-190 | inproceedings | |
BibTeX:
@inproceedings{moser2008comparative, author = {Moser, Raimund and Pedrycz, Witold and Succi, Giancarlo}, title = {A comparative analysis of the efficiency of change metrics and static code attributes for defect prediction}, booktitle = {Proceedings of the 30th International Conference on Software Engineering}, year = {2008}, pages = {181--190} } |
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Moussa, R. and Azar, D. | A PSO-GA approach targeting fault-prone software modules [BibTeX] |
2017 | Journal of Systems and Software Vol. 132, pp. 41-49 |
article | |
BibTeX:
@article{moussa2017pso, author = {Moussa, Rebecca and Azar, Danielle}, title = {A PSO-GA approach targeting fault-prone software modules}, journal = {Journal of Systems and Software}, publisher = {Elsevier}, year = {2017}, volume = {132}, pages = {41--49} } |
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Myrtveit, I., Stensrud, E. and Shepperd, M. | Reliability and validity in comparative studies of software prediction models [BibTeX] |
2005 | IEEE Transactions on Software Engineering Vol. 31(5), pp. 380-391 |
article | |
BibTeX:
@article{myrtveit2005reliability, author = {Myrtveit, Ingunn and Stensrud, Erik and Shepperd, Martin}, title = {Reliability and validity in comparative studies of software prediction models}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2005}, volume = {31}, number = {5}, pages = {380--391} } |
|||||
Nagappan, N. and Ball, T. | Use of relative code churn measures to predict system defect density [BibTeX] |
2005 | Proceedings of the 27th international conference on Software engineering, pp. 284-292 | inproceedings | |
BibTeX:
@inproceedings{nagappan2005use, author = {Nagappan, Nachiappan and Ball, Thomas}, title = {Use of relative code churn measures to predict system defect density}, booktitle = {Proceedings of the 27th international conference on Software engineering}, year = {2005}, pages = {284--292} } |
|||||
Nagappan, N., Ball, T. and Zeller, A. | Mining metrics to predict component failures [BibTeX] |
2006 | Proceedings of the 28th international conference on Software engineering, pp. 452-461 | inproceedings | |
BibTeX:
@inproceedings{nagappan2006mining, author = {Nagappan, Nachiappan and Ball, Thomas and Zeller, Andreas}, title = {Mining metrics to predict component failures}, booktitle = {Proceedings of the 28th international conference on Software engineering}, year = {2006}, pages = {452--461} } |
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Nagappan, N., Murphy, B. and Basili, V. | The influence of organizational structure on software quality [BibTeX] |
2008 | Proceedings of the 30th International Conference on Software Engineering, pp. 521-530 | inproceedings | |
BibTeX:
@inproceedings{nagappan2008influence, author = {Nagappan, Nachiappan and Murphy, Brendan and Basili, Victor}, title = {The influence of organizational structure on software quality}, booktitle = {Proceedings of the 30th International Conference on Software Engineering}, year = {2008}, pages = {521--530} } |
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Nam, J., Fu, W., Kim, S., Menzies, T. and Tan, L. | Heterogeneous defect prediction [BibTeX] |
2017 | IEEE Transactions on Software Engineering Vol. 44(9), pp. 874-896 |
article | |
BibTeX:
@article{nam2017heterogeneous, author = {Nam, Jaechang and Fu, Wei and Kim, Sunghun and Menzies, Tim and Tan, Lin}, title = {Heterogeneous defect prediction}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2017}, volume = {44}, number = {9}, pages = {874--896} } |
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Nam, J. and Kim, S. | Clami: Defect prediction on unlabeled datasets (t) [BibTeX] |
2015 | Proceedings of the 2015 30th IEEE/ACM International Conference on Automated Software Engineering (ASE), pp. 452-463 | inproceedings | |
BibTeX:
@inproceedings{nam2015clami, author = {Nam, Jaechang and Kim, Sunghun}, title = {Clami: Defect prediction on unlabeled datasets (t)}, booktitle = {Proceedings of the 2015 30th IEEE/ACM International Conference on Automated Software Engineering (ASE)}, year = {2015}, pages = {452--463} } |
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Nam, J. and Kim, S. | Heterogeneous defect prediction [BibTeX] |
2015 | Proceedings of the 2015 10th joint meeting on foundations of software engineering, pp. 508-519 | inproceedings | |
BibTeX:
@inproceedings{nam2015heterogeneous, author = {Nam, Jaechang and Kim, Sunghun}, title = {Heterogeneous defect prediction}, booktitle = {Proceedings of the 2015 10th joint meeting on foundations of software engineering}, year = {2015}, pages = {508--519} } |
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Nam, J., Pan, S.J. and Kim, S. | Transfer defect learning [BibTeX] |
2013 | Proceedings of of the 35th International Conference on Software Engineering, pp. 382-391 | inproceedings | |
BibTeX:
@inproceedings{nam2013transfer, author = {Nam, Jaechang and Pan, Sinno Jialin and Kim, Sunghun}, title = {Transfer defect learning}, booktitle = {Proceedings of of the 35th International Conference on Software Engineering}, year = {2013}, pages = {382--391} } |
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Neto, E.C., da Costa, D.A. and Kulesza, U. | The impact of refactoring changes on the szz algorithm: An empirical study [BibTeX] |
2018 | Proceedings of the 2018 IEEE 25th International Conference on Software Analysis, Evolution and Reengineering, pp. 380-390 | inproceedings | |
BibTeX:
@inproceedings{neto2018impact, author = {Neto, Edmilson Campos and da Costa, Daniel Alencar and Kulesza, Uirá}, title = {The impact of refactoring changes on the szz algorithm: An empirical study}, booktitle = {Proceedings of the 2018 IEEE 25th International Conference on Software Analysis, Evolution and Reengineering}, year = {2018}, pages = {380--390} } |
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Neuhaus, S., Zimmermann, T., Holler, C. and Zeller, A. | Predicting vulnerable software components [BibTeX] |
2007 | Proceedings of the 14th ACM conference on Computer and communications security, pp. 529-540 | inproceedings | |
BibTeX:
@inproceedings{neuhaus2007predicting, author = {Neuhaus, Stephan and Zimmermann, Thomas and Holler, Christian and Zeller, Andreas}, title = {Predicting vulnerable software components}, booktitle = {Proceedings of the 14th ACM conference on Computer and communications security}, year = {2007}, pages = {529--540} } |
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Nguyen, A.T., Nguyen, T.T., Nguyen, H.A. and Nguyen, T.N. | Multi-layered approach for recovering links between bug reports and fixes [BibTeX] |
2012 | Proceedings of the ACM SIGSOFT 20th International Symposium on the Foundations of Software Engineering, pp. 63 | inproceedings | |
BibTeX:
@inproceedings{nguyen2012multi, author = {Nguyen, Anh Tuan and Nguyen, Tung Thanh and Nguyen, Hoan Anh and Nguyen, Tien N}, title = {Multi-layered approach for recovering links between bug reports and fixes}, booktitle = {Proceedings of the ACM SIGSOFT 20th International Symposium on the Foundations of Software Engineering}, year = {2012}, pages = {63} } |
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Nguyen, T.T., Nguyen, T.N. and Phuong, T.M. | Topic-based defect prediction (nier track) [BibTeX] |
2011 | Proceedings of the 33rd international conference on software engineering, pp. 932-935 | inproceedings | |
BibTeX:
@inproceedings{nguyen2011topic, author = {Nguyen, Tung Thanh and Nguyen, Tien N and Phuong, Tu Minh}, title = {Topic-based defect prediction (nier track)}, booktitle = {Proceedings of the 33rd international conference on software engineering}, year = {2011}, pages = {932--935} } |
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Ni, C., Chen, X., Wu, F., Shen, Y. and Gu, Q. | An empirical study on pareto based multi-objective feature selection for software defect prediction [BibTeX] |
2019 | Journal of Systems and Software Vol. 152, pp. 215-238 |
article | |
BibTeX:
@article{ni2019empirical, author = {Ni, Chao and Chen, Xiang and Wu, Fangfang and Shen, Yuxiang and Gu, Qing}, title = {An empirical study on pareto based multi-objective feature selection for software defect prediction}, journal = {Journal of Systems and Software}, publisher = {Elsevier}, year = {2019}, volume = {152}, pages = {215--238} } |
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Ni, C., Chen, X., Xia, X., Gu, Q. and Zhao, Y. | Multi-task Defect Prediction [BibTeX] |
2019 | Journal of Software: Evolution and Process | article | |
BibTeX:
@article{Ni:JSEP2019, author = {Chao Ni and Xiang Chen and Xin Xia and Qing Gu and Yingquan Zhao}, title = {Multi-task Defect Prediction}, journal = {Journal of Software: Evolution and Process}, year = {2019} } |
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Ni, C., Liu, W., Gu, Q., Chen, X. and Chen, D. | FeSCH: A Feature Selection Method using Clusters of Hybrid-data for Cross-Project Defect Prediction [BibTeX] |
2017 | Vol. 1Proceedings of 2017 IEEE 41st Annual Computer Software and Applications Conference, pp. 51-56 |
inproceedings | |
BibTeX:
@inproceedings{ni2017fesch, author = {Ni, Chao and Liu, Wangshu and Gu, Qing and Chen, Xiang and Chen, Daoxu}, title = {FeSCH: A Feature Selection Method using Clusters of Hybrid-data for Cross-Project Defect Prediction}, booktitle = {Proceedings of 2017 IEEE 41st Annual Computer Software and Applications Conference}, year = {2017}, volume = {1}, pages = {51--56} } |
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Ni, C., Liu, W.-S., Chen, X., Gu, Q., Chen, D.-X. and Huang, Q.-G. | A cluster based feature selection method for cross-project software defect prediction [BibTeX] |
2017 | Journal of Computer Science and Technology Vol. 32(6), pp. 1090-1107 |
article | |
BibTeX:
@article{ni2017cluster, author = {Ni, Chao and Liu, Wang-Shu and Chen, Xiang and Gu, Qing and Chen, Dao-Xu and Huang, Qi-Guo}, title = {A cluster based feature selection method for cross-project software defect prediction}, journal = {Journal of Computer Science and Technology}, publisher = {Springer}, year = {2017}, volume = {32}, number = {6}, pages = {1090--1107} } |
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Okutan, A. and Yıldız, O.T. | Software defect prediction using Bayesian networks [BibTeX] |
2014 | Empirical Software Engineering Vol. 19(1), pp. 154-181 |
article | |
BibTeX:
@article{okutan2014software, author = {Okutan, Ahmet and Yıldız, Olcay Taner}, title = {Software defect prediction using Bayesian networks}, journal = {Empirical Software Engineering}, publisher = {Springer}, year = {2014}, volume = {19}, number = {1}, pages = {154--181} } |
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Ostrand, T.J., Weyuker, E.J. and Bell, R.M. | Programmer-based fault prediction [BibTeX] |
2010 | Proceedings of the 6th International Conference on Predictive Models in Software Engineering, pp. 19 | inproceedings | |
BibTeX:
@inproceedings{ostrand2010programmer, author = {Ostrand, Thomas J and Weyuker, Elaine J and Bell, Robert M}, title = {Programmer-based fault prediction}, booktitle = {Proceedings of the 6th International Conference on Predictive Models in Software Engineering}, year = {2010}, pages = {19} } |
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Palomba, F., Zanoni, M., Fontana, F.A., De Lucia, A. and Oliveto, R. | Toward a smell-aware bug prediction model [BibTeX] |
2017 | IEEE Transactions on Software Engineering Vol. 45(2), pp. 194-218 |
article | |
BibTeX:
@article{palomba2017toward, author = {Palomba, Fabio and Zanoni, Marco and Fontana, Francesca Arcelli and De Lucia, Andrea and Oliveto, Rocco}, title = {Toward a smell-aware bug prediction model}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2017}, volume = {45}, number = {2}, pages = {194--218} } |
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Panichella, A., Oliveto, R. and De Lucia, A. | Cross-project defect prediction models: L'union fait la force [BibTeX] |
2014 | Proceedings of the 2014 Software Evolution Week-IEEE Conference on Software Maintenance, Reengineering, and Reverse Engineering, pp. 164-173 | inproceedings | |
BibTeX:
@inproceedings{panichella2014cross, author = {Panichella, Annibale and Oliveto, Rocco and De Lucia, Andrea}, title = {Cross-project defect prediction models: L'union fait la force}, booktitle = {Proceedings of the 2014 Software Evolution Week-IEEE Conference on Software Maintenance, Reengineering, and Reverse Engineering}, year = {2014}, pages = {164--173} } |
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Pascarella, L., Palomba, F. and Bacchelli, A. | Fine-grained just-in-time defect prediction [BibTeX] |
2019 | Journal of Systems and Software Vol. 150, pp. 22-36 |
article | |
BibTeX:
@article{pascarella2019fine, author = {Pascarella, Luca and Palomba, Fabio and Bacchelli, Alberto}, title = {Fine-grained just-in-time defect prediction}, journal = {Journal of Systems and Software}, publisher = {Elsevier}, year = {2019}, volume = {150}, pages = {22--36} } |
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Peters, F. and Menzies, T. | Privacy and utility for defect prediction: Experiments with morph [BibTeX] |
2012 | Proceedings of the 34th International Conference on Software Engineering, pp. 189-199 | inproceedings | |
BibTeX:
@inproceedings{peters2012privacy, author = {Peters, Fayola and Menzies, Tim}, title = {Privacy and utility for defect prediction: Experiments with morph}, booktitle = {Proceedings of the 34th International Conference on Software Engineering}, year = {2012}, pages = {189--199} } |
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Peters, F., Menzies, T., Gong, L. and Zhang, H. | Balancing privacy and utility in cross-company defect prediction [BibTeX] |
2013 | IEEE Transactions on Software Engineering Vol. 39(8), pp. 1054-1068 |
article | |
BibTeX:
@article{peters2013balancing, author = {Peters, Fayola and Menzies, Tim and Gong, Liang and Zhang, Hongyu}, title = {Balancing privacy and utility in cross-company defect prediction}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2013}, volume = {39}, number = {8}, pages = {1054--1068} } |
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Peters, F., Menzies, T. and Layman, L. | LACE2: Better privacy-preserving data sharing for cross project defect prediction [BibTeX] |
2015 | Vol. 1Proceedings of the 37th IEEE International Conference on Software Engineering, pp. 801-811 |
inproceedings | |
BibTeX:
@inproceedings{peters2015lace2, author = {Peters, Fayola and Menzies, Tim and Layman, Lucas}, title = {LACE2: Better privacy-preserving data sharing for cross project defect prediction}, booktitle = {Proceedings of the 37th IEEE International Conference on Software Engineering}, year = {2015}, volume = {1}, pages = {801--811} } |
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Peters, F., Menzies, T. and Marcus, A. | Better cross company defect prediction [BibTeX] |
2013 | Proceedings of the 10th Working Conference on Mining Software Repositories, pp. 409-418 | inproceedings | |
BibTeX:
@inproceedings{peters2013better, author = {Peters, Fayola and Menzies, Tim and Marcus, Andrian}, title = {Better cross company defect prediction}, booktitle = {Proceedings of the 10th Working Conference on Mining Software Repositories}, year = {2013}, pages = {409--418} } |
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Petrić, J., Bowes, D., Hall, T., Christianson, B. and Baddoo, N. | Building an ensemble for software defect prediction based on diversity selection [BibTeX] |
2016 | Proceedings of the 10th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, pp. 46 | inproceedings | |
BibTeX:
@inproceedings{petric2016building, author = {Petrić, Jean and Bowes, David and Hall, Tracy and Christianson, Bruce and Baddoo, Nathan}, title = {Building an ensemble for software defect prediction based on diversity selection}, booktitle = {Proceedings of the 10th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement}, year = {2016}, pages = {46} } |
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Pinzger, M., Nagappan, N. and Murphy, B. | Can developer-module networks predict failures? [BibTeX] |
2008 | Proceedings of the 16th ACM SIGSOFT International Symposium on Foundations of software engineering, pp. 2-12 | inproceedings | |
BibTeX:
@inproceedings{pinzger2008can, author = {Pinzger, Martin and Nagappan, Nachiappan and Murphy, Brendan}, title = {Can developer-module networks predict failures?}, booktitle = {Proceedings of the 16th ACM SIGSOFT International Symposium on Foundations of software engineering}, year = {2008}, pages = {2--12} } |
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Poon, W.N., Bennin, K.E., Huang, J., Phannachitta, P. and Keung, J.W. | Cross-project defect prediction using a credibility theory based naive bayes classifier [BibTeX] |
2017 | Proceedings of the 2017 IEEE International Conference on Software Quality, Reliability and Security, pp. 434-441 | inproceedings | |
BibTeX:
@inproceedings{poon2017cross, author = {Poon, Wai Nam and Bennin, Kwabena Ebo and Huang, Jianglin and Phannachitta, Passakorn and Keung, Jacky Wai}, title = {Cross-project defect prediction using a credibility theory based naive bayes classifier}, booktitle = {Proceedings of the 2017 IEEE International Conference on Software Quality, Reliability and Security}, year = {2017}, pages = {434--441} } |
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Posnett, D., D'Souza, R., Devanbu, P. and Filkov, V. | Dual ecological measures of focus in software development [BibTeX] |
2013 | Proceedings of the 2013 International Conference on Software Engineering, pp. 452-461 | inproceedings | |
BibTeX:
@inproceedings{posnett2013dual, author = {Posnett, Daryl and D'Souza, Raissa and Devanbu, Premkumar and Filkov, Vladimir}, title = {Dual ecological measures of focus in software development}, booktitle = {Proceedings of the 2013 International Conference on Software Engineering}, year = {2013}, pages = {452--461} } |
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Prateek, S., Pasala, A. and Aracena, L.M. | Evaluating performance of network metrics for bug prediction in software [BibTeX] |
2013 | Vol. 1Proceedings of 2013 20th Asia-Pacific Software Engineering Conference, pp. 124-131 |
inproceedings | |
BibTeX:
@inproceedings{prateek2013evaluating, author = {Prateek, Satya and Pasala, Anjaneyulu and Aracena, Luis Moreno}, title = {Evaluating performance of network metrics for bug prediction in software}, booktitle = {Proceedings of 2013 20th Asia-Pacific Software Engineering Conference}, year = {2013}, volume = {1}, pages = {124--131} } |
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Premraj, R. and Herzig, K. | Network versus code metrics to predict defects: A replication study [BibTeX] |
2011 | Proceedings of 2011 International Symposium on Empirical Software Engineering and Measurement, pp. 215-224 | inproceedings | |
BibTeX:
@inproceedings{premraj2011network, author = {Premraj, Rahul and Herzig, Kim}, title = {Network versus code metrics to predict defects: A replication study}, booktitle = {Proceedings of 2011 International Symposium on Empirical Software Engineering and Measurement}, year = {2011}, pages = {215--224} } |
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Qin, F., Wan, X. and Yin, B. | An empirical study of factors affecting cross-project aging-related bug prediction with TLAP [BibTeX] |
2019 | Software Quality Journal | article | |
BibTeX:
@article{qin2019empirical, author = {Qin, Fangyun and Wan, Xiaohui and Yin, Beibei}, title = {An empirical study of factors affecting cross-project aging-related bug prediction with TLAP}, journal = {Software Quality Journal}, publisher = {Springer}, year = {2019} } |
|||||
Qin, F., Zheng, Z., Qiao, Y. and Trivedi, K.S. | Studying aging-related bug prediction using cross-project models [BibTeX] |
2018 | IEEE Transactions on Reliability | article | |
BibTeX:
@article{qin2018studying, author = {Qin, Fangyun and Zheng, Zheng and Qiao, Yu and Trivedi, Kishor S}, title = {Studying aging-related bug prediction using cross-project models}, journal = {IEEE Transactions on Reliability}, publisher = {IEEE}, year = {2018} } |
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Qu, Y., Zheng, Q., Chi, J., Jin, Y., He, A., Cui, D., Zhang, H. and Liu, T. | Using K-core Decomposition on Class Dependency Networks to Improve Bug Prediction Model's Practical Performance [BibTeX] |
2019 | IEEE Transactions on Software Engineering | article | |
BibTeX:
@article{qu2019using, author = {Qu, Yu and Zheng, Qinghua and Chi, Jianlei and Jin, Yangxu and He, Ancheng and Cui, Di and Zhang, Hengshan and Liu, Ting}, title = {Using K-core Decomposition on Class Dependency Networks to Improve Bug Prediction Model's Practical Performance}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2019} } |
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Radjenović, D., Heričko, M., Torkar, R. and Živkovič, A. | Software fault prediction metrics: A systematic literature review [BibTeX] |
2013 | Information and software technology Vol. 55(8), pp. 1397-1418 |
article | |
BibTeX:
@article{radjenovic2013software, author = {Radjenović, Danijel and Heričko, Marjan and Torkar, Richard and Živkovič, Ale}, title = {Software fault prediction metrics: A systematic literature review}, journal = {Information and software technology}, publisher = {Elsevier}, year = {2013}, volume = {55}, number = {8}, pages = {1397--1418} } |
|||||
Rahman, F. and Devanbu, P. | Ownership, experience and defects: a fine-grained study of authorship [BibTeX] |
2011 | Proceedings of the 33rd International Conference on Software Engineering, pp. 491-500 | inproceedings | |
BibTeX:
@inproceedings{rahman2011ownership, author = {Rahman, Foyzur and Devanbu, Premkumar}, title = {Ownership, experience and defects: a fine-grained study of authorship}, booktitle = {Proceedings of the 33rd International Conference on Software Engineering}, year = {2011}, pages = {491--500} } |
|||||
Rahman, F. and Devanbu, P. | How, and why, process metrics are better [BibTeX] |
2013 | Proceedings of the 35th International Conference on Software Engineering, pp. 432-441 | inproceedings | |
BibTeX:
@inproceedings{rahman2013and, author = {Rahman, Foyzur and Devanbu, Premkumar}, title = {How, and why, process metrics are better}, booktitle = {Proceedings of the 35th International Conference on Software Engineering}, year = {2013}, pages = {432--441} } |
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Rahman, F., Khatri, S., Barr, E.T. and Devanbu, P. | Comparing static bug finders and statistical prediction [BibTeX] |
2014 | Proceedings of the 36th International Conference on Software Engineering, pp. 424-434 | inproceedings | |
BibTeX:
@inproceedings{rahman2014comparing, author = {Rahman, Foyzur and Khatri, Sameer and Barr, Earl T and Devanbu, Premkumar}, title = {Comparing static bug finders and statistical prediction}, booktitle = {Proceedings of the 36th International Conference on Software Engineering}, year = {2014}, pages = {424--434} } |
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Rahman, F., Posnett, D. and Devanbu, P. | Recalling the imprecision of cross-project defect prediction [BibTeX] |
2012 | Proceedings of the ACM SIGSOFT 20th International Symposium on the Foundations of Software Engineering, pp. 61 | inproceedings | |
BibTeX:
@inproceedings{rahman2012recalling, author = {Rahman, Foyzur and Posnett, Daryl and Devanbu, Premkumar}, title = {Recalling the imprecision of cross-project defect prediction}, booktitle = {Proceedings of the ACM SIGSOFT 20th International Symposium on the Foundations of Software Engineering}, year = {2012}, pages = {61} } |
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Rahman, F., Posnett, D., Herraiz, I. and Devanbu, P. | Sample size vs. bias in defect prediction [BibTeX] |
2013 | Proceedings of the 2013 9th joint meeting on foundations of software engineering, pp. 147-157 | inproceedings | |
BibTeX:
@inproceedings{rahman2013sample, author = {Rahman, Foyzur and Posnett, Daryl and Herraiz, Israel and Devanbu, Premkumar}, title = {Sample size vs. bias in defect prediction}, booktitle = {Proceedings of the 2013 9th joint meeting on foundations of software engineering}, year = {2013}, pages = {147--157} } |
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Rahman, F., Posnett, D., Hindle, A., Barr, E. and Devanbu, P. | BugCache for inspections: hit or miss? [BibTeX] |
2011 | Proceedings of the 19th ACM SIGSOFT symposium and the 13th European conference on Foundations of software engineering, pp. 322-331 | inproceedings | |
BibTeX:
@inproceedings{rahman2011bugcache, author = {Rahman, Foyzur and Posnett, Daryl and Hindle, Abram and Barr, Earl and Devanbu, Premkumar}, title = {BugCache for inspections: hit or miss?}, booktitle = {Proceedings of the 19th ACM SIGSOFT symposium and the 13th European conference on Foundations of software engineering}, year = {2011}, pages = {322--331} } |
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Rajbahadur, G.K., Wang, S., Kamei, Y. and Hassan, A.E. | The impact of using regression models to build defect classifiers [BibTeX] |
2017 | Proceedings of 2017 IEEE/ACM 14th International Conference on Mining Software Repositories, pp. 135-145 | inproceedings | |
BibTeX:
@inproceedings{rajbahadur2017impact, author = {Rajbahadur, Gopi Krishnan and Wang, Shaowei and Kamei, Yasutaka and Hassan, Ahmed E}, title = {The impact of using regression models to build defect classifiers}, booktitle = {Proceedings of 2017 IEEE/ACM 14th International Conference on Mining Software Repositories}, year = {2017}, pages = {135--145} } |
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Rajbahadur, G.K., Wang, S., Kamei, Y. and Hassan, A.E. | Impact of Discretization Noise of the Dependent variable on Machine Learning Classifiers in Software Engineering [BibTeX] |
2019 | IEEE Transactions on Software Engineering | article | |
BibTeX:
@article{rajbahadur2019impact, author = {Rajbahadur, Gopi Krishnan and Wang, Shaowei and Kamei, Yasutaka and Hassan, Ahmed E}, title = {Impact of Discretization Noise of the Dependent variable on Machine Learning Classifiers in Software Engineering}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2019} } |
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Rana, R., Staron, M., Berger, C., Hansson, J., Nilsson, M. and Meding, W. | Analyzing defect inflow distribution and applying Bayesian inference method for software defect prediction in large software projects [BibTeX] |
2016 | Journal of Systems and Software Vol. 117, pp. 229-244 |
article | |
BibTeX:
@article{rana2016analyzing, author = {Rana, Rakesh and Staron, Miroslaw and Berger, Christian and Hansson, Jörgen and Nilsson, Martin and Meding, Wilhelm}, title = {Analyzing defect inflow distribution and applying Bayesian inference method for software defect prediction in large software projects}, journal = {Journal of Systems and Software}, publisher = {Elsevier}, year = {2016}, volume = {117}, pages = {229--244} } |
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Rathore, S.S. and Kumar, S. | Linear and non-linear heterogeneous ensemble methods to predict the number of faults in software systems [BibTeX] |
2017 | Knowledge-Based Systems Vol. 119, pp. 232-256 |
article | |
BibTeX:
@article{rathore2017linear, author = {Rathore, Santosh Singh and Kumar, Sandeep}, title = {Linear and non-linear heterogeneous ensemble methods to predict the number of faults in software systems}, journal = {Knowledge-Based Systems}, publisher = {Elsevier}, year = {2017}, volume = {119}, pages = {232--256} } |
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Rathore, S.S. and Kumar, S. | An Approach for the Prediction of Number of Software Faults Based on the Dynamic Selection of Learning Techniques [BibTeX] |
2018 | IEEE Transactions on Reliability Vol. 68(1), pp. 216-236 |
article | |
BibTeX:
@article{rathore2018approach, author = {Rathore, Santosh Singh and Kumar, Sandeep}, title = {An Approach for the Prediction of Number of Software Faults Based on the Dynamic Selection of Learning Techniques}, journal = {IEEE Transactions on Reliability}, publisher = {IEEE}, year = {2018}, volume = {68}, number = {1}, pages = {216--236} } |
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Ray, B., Hellendoorn, V., Godhane, S., Tu, Z., Bacchelli, A. and Devanbu, P. | On the" naturalness" of buggy code [BibTeX] |
2016 | Proceedings of 2016 IEEE/ACM 38th International Conference on Software Engineering, pp. 428-439 | inproceedings | |
BibTeX:
@inproceedings{ray2016naturalness, author = {Ray, Baishakhi and Hellendoorn, Vincent and Godhane, Saheel and Tu, Zhaopeng and Bacchelli, Alberto and Devanbu, Premkumar}, title = {On the" naturalness" of buggy code}, booktitle = {Proceedings of 2016 IEEE/ACM 38th International Conference on Software Engineering}, year = {2016}, pages = {428--439} } |
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Rodriguez, D., Herraiz, I., Harrison, R., Dolado, J. and Riquelme, J.C. | Preliminary comparison of techniques for dealing with imbalance in software defect prediction [BibTeX] |
2014 | Proceedings of the 18th International Conference on Evaluation and Assessment in Software Engineering, pp. 43 | inproceedings | |
BibTeX:
@inproceedings{rodriguez2014preliminary, author = {Rodriguez, Daniel and Herraiz, Israel and Harrison, Rachel and Dolado, Javier and Riquelme, José C}, title = {Preliminary comparison of techniques for dealing with imbalance in software defect prediction}, booktitle = {Proceedings of the 18th International Conference on Evaluation and Assessment in Software Engineering}, year = {2014}, pages = {43} } |
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Rodriguez, D., Ruiz, R., Riquelme, J.C. and Harrison, R. | A study of subgroup discovery approaches for defect prediction [BibTeX] |
2013 | Information and Software Technology Vol. 55(10), pp. 1810-1822 |
article | |
BibTeX:
@article{rodriguez2013study, author = {Rodriguez, Daniel and Ruiz, Roberto and Riquelme, Jose C and Harrison, Rachel}, title = {A study of subgroup discovery approaches for defect prediction}, journal = {Information and Software Technology}, publisher = {Elsevier}, year = {2013}, volume = {55}, number = {10}, pages = {1810--1822} } |
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Ryu, D., Choi, O. and Baik, J. | Value-cognitive boosting with a support vector machine for cross-project defect prediction [BibTeX] |
2016 | Empirical Software Engineering Vol. 21(1), pp. 43-71 |
article | |
BibTeX:
@article{ryu2016value, author = {Ryu, Duksan and Choi, Okjoo and Baik, Jongmoon}, title = {Value-cognitive boosting with a support vector machine for cross-project defect prediction}, journal = {Empirical Software Engineering}, publisher = {Springer}, year = {2016}, volume = {21}, number = {1}, pages = {43--71} } |
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Ryu, D., Jang, J.-I. and Baik, J. | A hybrid instance selection using nearest-neighbor for cross-project defect prediction [BibTeX] |
2015 | Journal of Computer Science and Technology Vol. 30(5), pp. 969-980 |
article | |
BibTeX:
@article{ryu2015hybrid, author = {Ryu, Duksan and Jang, Jong-In and Baik, Jongmoon}, title = {A hybrid instance selection using nearest-neighbor for cross-project defect prediction}, journal = {Journal of Computer Science and Technology}, publisher = {Springer}, year = {2015}, volume = {30}, number = {5}, pages = {969--980} } |
|||||
Ryu, D., Jang, J.-I. and Baik, J. | A transfer cost-sensitive boosting approach for cross-project defect prediction [BibTeX] |
2017 | Software Quality Journal Vol. 25(1), pp. 235-272 |
article | |
BibTeX:
@article{ryu2017transfer, author = {Ryu, Duksan and Jang, Jong-In and Baik, Jongmoon}, title = {A transfer cost-sensitive boosting approach for cross-project defect prediction}, journal = {Software Quality Journal}, publisher = {Springer}, year = {2017}, volume = {25}, number = {1}, pages = {235--272} } |
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Sarro, F. | Search-Based Predictive Modelling for Software Engineering: How Far Have We Gone? [BibTeX] |
2019 | Proceedings of International Symposium on Search Based Software Engineering, pp. 3-7 | inproceedings | |
BibTeX:
@inproceedings{sarro2019search, author = {Sarro, Federica}, title = {Search-Based Predictive Modelling for Software Engineering: How Far Have We Gone?}, booktitle = {Proceedings of International Symposium on Search Based Software Engineering}, year = {2019}, pages = {3--7} } |
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Scandariato, R., Walden, J., Hovsepyan, A. and Joosen, W. | Predicting vulnerable software components via text mining [BibTeX] |
2014 | IEEE Transactions on Software Engineering Vol. 40(10), pp. 993-1006 |
article | |
BibTeX:
@article{scandariato2014predicting, author = {Scandariato, Riccardo and Walden, James and Hovsepyan, Aram and Joosen, Wouter}, title = {Predicting vulnerable software components via text mining}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2014}, volume = {40}, number = {10}, pages = {993--1006} } |
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Scanniello, G., Gravino, C., Marcus, A. and Menzies, T. | Class level fault prediction using software clustering [BibTeX] |
2013 | Proceedings of 2013 28th IEEE/ACM International Conference on Automated Software Engineering, pp. 640-645 | inproceedings | |
BibTeX:
@inproceedings{scanniello2013class, author = {Scanniello, Giuseppe and Gravino, Carmine and Marcus, Andrian and Menzies, Tim}, title = {Class level fault prediction using software clustering}, booktitle = {Proceedings of 2013 28th IEEE/ACM International Conference on Automated Software Engineering}, year = {2013}, pages = {640--645} } |
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Shepperd, M., Bowes, D. and Hall, T. | Researcher bias: The use of machine learning in software defect prediction [BibTeX] |
2014 | IEEE Transactions on Software Engineering Vol. 40(6), pp. 603-616 |
article | |
BibTeX:
@article{shepperd2014researcher, author = {Shepperd, Martin and Bowes, David and Hall, Tracy}, title = {Researcher bias: The use of machine learning in software defect prediction}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2014}, volume = {40}, number = {6}, pages = {603--616} } |
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Shepperd, M., Song, Q., Sun, Z. and Mair, C. | Data quality: Some comments on the nasa software defect datasets [BibTeX] |
2013 | IEEE Transactions on Software Engineering Vol. 39(9), pp. 1208-1215 |
article | |
BibTeX:
@article{shepperd2013data, author = {Shepperd, Martin and Song, Qinbao and Sun, Zhongbin and Mair, Carolyn}, title = {Data quality: Some comments on the nasa software defect datasets}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2013}, volume = {39}, number = {9}, pages = {1208--1215} } |
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Shihab, E. | Practical software quality prediction [BibTeX] |
2014 | Proceedings of the 2014 IEEE International Conference on Software Maintenance and Evolution, pp. 639-644 | inproceedings | |
BibTeX:
@inproceedings{shihab2014practical, author = {Shihab, Emad}, title = {Practical software quality prediction}, booktitle = {Proceedings of the 2014 IEEE International Conference on Software Maintenance and Evolution}, year = {2014}, pages = {639--644} } |
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Shihab, E., Jiang, Z.M., Ibrahim, W.M., Adams, B. and Hassan, A.E. | Understanding the impact of code and process metrics on post-release defects: a case study on the eclipse project [BibTeX] |
2010 | Proceedings of the 2010 ACM-IEEE International Symposium on Empirical Software Engineering and Measurement, pp. 4 | inproceedings | |
BibTeX:
@inproceedings{shihab2010understanding, author = {Shihab, Emad and Jiang, Zhen Ming and Ibrahim, Walid M and Adams, Bram and Hassan, Ahmed E}, title = {Understanding the impact of code and process metrics on post-release defects: a case study on the eclipse project}, booktitle = {Proceedings of the 2010 ACM-IEEE International Symposium on Empirical Software Engineering and Measurement}, year = {2010}, pages = {4} } |
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Shihab, E., Kamei, Y., Adams, B. and Hassan, A.E. | Is lines of code a good measure of effort in effort-aware models? [BibTeX] |
2013 | Information and Software Technology Vol. 55(11), pp. 1981-1993 |
article | |
BibTeX:
@article{shihab2013lines, author = {Shihab, Emad and Kamei, Yasutaka and Adams, Bram and Hassan, Ahmed E}, title = {Is lines of code a good measure of effort in effort-aware models?}, journal = {Information and Software Technology}, publisher = {Elsevier}, year = {2013}, volume = {55}, number = {11}, pages = {1981--1993} } |
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Shin, Y., Bell, R.M., Ostrand, T.J. and Weyuker, E.J. | On the use of calling structure information to improve fault prediction [BibTeX] |
2012 | Empirical Software Engineering Vol. 17(4-5), pp. 390-423 |
article | |
BibTeX:
@article{shin2012use, author = {Shin, Yonghee and Bell, Robert M and Ostrand, Thomas J and Weyuker, Elaine J}, title = {On the use of calling structure information to improve fault prediction}, journal = {Empirical Software Engineering}, publisher = {Springer}, year = {2012}, volume = {17}, number = {4-5}, pages = {390--423} } |
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Shin, Y., Meneely, A., Williams, L. and Osborne, J.A. | Evaluating complexity, code churn, and developer activity metrics as indicators of software vulnerabilities [BibTeX] |
2010 | IEEE Transactions on Software Engineering Vol. 37(6), pp. 772-787 |
article | |
BibTeX:
@article{shin2010evaluating, author = {Shin, Yonghee and Meneely, Andrew and Williams, Laurie and Osborne, Jason A}, title = {Evaluating complexity, code churn, and developer activity metrics as indicators of software vulnerabilities}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2010}, volume = {37}, number = {6}, pages = {772--787} } |
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Shin, Y. and Williams, L. | Can traditional fault prediction models be used for vulnerability prediction? [BibTeX] |
2013 | Empirical Software Engineering Vol. 18(1), pp. 25-59 |
article | |
BibTeX:
@article{shin2013can, author = {Shin, Yonghee and Williams, Laurie}, title = {Can traditional fault prediction models be used for vulnerability prediction?}, journal = {Empirical Software Engineering}, publisher = {Springer}, year = {2013}, volume = {18}, number = {1}, pages = {25--59} } |
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Shippey, T., Bowes, D. and Hall, T. | Automatically identifying code features for software defect prediction: Using AST N-grams [BibTeX] |
2019 | Information and Software Technology Vol. 106, pp. 142-160 |
article | |
BibTeX:
@article{shippey2019automatically, author = {Shippey, Thomas and Bowes, David and Hall, Tracy}, title = {Automatically identifying code features for software defect prediction: Using AST N-grams}, journal = {Information and Software Technology}, publisher = {Elsevier}, year = {2019}, volume = {106}, pages = {142--160} } |
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Shippey, T., Hall, T., Counsell, S. and Bowes, D. | So you need more method level datasets for your software defect prediction?: Voila! [BibTeX] |
2016 | Proceedings of the 10th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, pp. 12 | inproceedings | |
BibTeX:
@inproceedings{shippey2016so, author = {Shippey, Thomas and Hall, Tracy and Counsell, Steve and Bowes, David}, title = {So you need more method level datasets for your software defect prediction?: Voila!}, booktitle = {Proceedings of the 10th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement}, year = {2016}, pages = {12} } |
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Shivaji, S., Whitehead, E.J., Akella, R. and Kim, S. | Reducing features to improve code change-based bug prediction [BibTeX] |
2012 | IEEE Transactions on Software Engineering Vol. 39(4), pp. 552-569 |
article | |
BibTeX:
@article{shivaji2012reducing, author = {Shivaji, Shivkumar and Whitehead, E James and Akella, Ram and Kim, Sunghun}, title = {Reducing features to improve code change-based bug prediction}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2012}, volume = {39}, number = {4}, pages = {552--569} } |
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Singh, P., Pal, N.R., Verma, S. and Vyas, O.P. | Fuzzy rule-based approach for software fault prediction [BibTeX] |
2016 | IEEE Transactions on Systems, Man, and Cybernetics: Systems Vol. 47(5), pp. 826-837 |
article | |
BibTeX:
@article{singh2016fuzzy, author = {Singh, Pradeep and Pal, Nikhil R and Verma, Shrish and Vyas, Om Prakash}, title = {Fuzzy rule-based approach for software fault prediction}, journal = {IEEE Transactions on Systems, Man, and Cybernetics: Systems}, publisher = {IEEE}, year = {2016}, volume = {47}, number = {5}, pages = {826--837} } |
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Sliwerski, J., Zimmermann, T. and Zeller, A. | When do changes induce fixes? [BibTeX] |
2005 | Vol. 30(4)ACM sigsoft software engineering notes, pp. 1-5 |
inproceedings | |
BibTeX:
@inproceedings{sliwerski2005changes, author = {Sliwerski, Jacek and Zimmermann, Thomas and Zeller, Andreas}, title = {When do changes induce fixes?}, booktitle = {ACM sigsoft software engineering notes}, year = {2005}, volume = {30}, number = {4}, pages = {1--5} } |
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Sohn, J. and Yoo, S. | Fluccs: Using code and change metrics to improve fault localization [BibTeX] |
2017 | Proceedings of the 26th ACM SIGSOFT International Symposium on Software Testing and Analysis, pp. 273-283 | inproceedings | |
BibTeX:
@inproceedings{sohn2017fluccs, author = {Sohn, Jeongju and Yoo, Shin}, title = {Fluccs: Using code and change metrics to improve fault localization}, booktitle = {Proceedings of the 26th ACM SIGSOFT International Symposium on Software Testing and Analysis}, year = {2017}, pages = {273--283} } |
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Sohn, J. and Yoo, S. | Empirical Evaluation of Fault Localisation Using Code and Change Metrics [BibTeX] |
2019 | IEEE Transactions on Software Engineering | article | |
BibTeX:
@article{sohn2019empirical, author = {Sohn, Joengju and Yoo, Shin}, title = {Empirical Evaluation of Fault Localisation Using Code and Change Metrics}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2019} } |
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Song, Q., Guo, Y. and Shepperd, M. | A comprehensive investigation of the role of imbalanced learning for software defect prediction [BibTeX] |
2018 | IEEE Transactions on Software Engineering | article | |
BibTeX:
@article{song2018comprehensive, author = {Song, Qinbao and Guo, Yuchen and Shepperd, Martin}, title = {A comprehensive investigation of the role of imbalanced learning for software defect prediction}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2018} } |
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Song, Q., Jia, Z., Shepperd, M., Ying, S. and Liu, J. | A general software defect-proneness prediction framework [BibTeX] |
2010 | IEEE transactions on software engineering Vol. 37(3), pp. 356-370 |
article | |
BibTeX:
@article{song2010general, author = {Song, Qinbao and Jia, Zihan and Shepperd, Martin and Ying, Shi and Liu, Jin}, title = {A general software defect-proneness prediction framework}, journal = {IEEE transactions on software engineering}, publisher = {IEEE}, year = {2010}, volume = {37}, number = {3}, pages = {356--370} } |
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Stuckman, J., Walden, J. and Scandariato, R. | The effect of dimensionality reduction on software vulnerability prediction models [BibTeX] |
2016 | IEEE Transactions on Reliability Vol. 66(1), pp. 17-37 |
article | |
BibTeX:
@article{stuckman2016effect, author = {Stuckman, Jeffrey and Walden, James and Scandariato, Riccardo}, title = {The effect of dimensionality reduction on software vulnerability prediction models}, journal = {IEEE Transactions on Reliability}, publisher = {IEEE}, year = {2016}, volume = {66}, number = {1}, pages = {17--37} } |
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Sultana, K.Z., Williams, B.J. and Bosu, A. | A Comparison of Nano-patterns Vs. Software Metrics in Vulnerability Prediction [BibTeX] |
2018 | Proceedings of 2018 25th Asia-Pacific Software Engineering Conference, pp. 355-364 | inproceedings | |
BibTeX:
@inproceedings{sultana2018comparison, author = {Sultana, Kazi Zakia and Williams, Byron J and Bosu, Amiangshu}, title = {A Comparison of Nano-patterns Vs. Software Metrics in Vulnerability Prediction}, booktitle = {Proceedings of 2018 25th Asia-Pacific Software Engineering Conference}, year = {2018}, pages = {355--364} } |
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Syer, M.D., Nagappan, M., Adams, B. and Hassan, A.E. | Replicating and re-evaluating the theory of relative defect-proneness [BibTeX] |
2014 | IEEE Transactions on Software Engineering Vol. 41(2), pp. 176-197 |
article | |
BibTeX:
@article{syer2014replicating, author = {Syer, Mark D and Nagappan, Meiyappan and Adams, Bram and Hassan, Ahmed E}, title = {Replicating and re-evaluating the theory of relative defect-proneness}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2014}, volume = {41}, number = {2}, pages = {176--197} } |
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Taba, S.E.S., Khomh, F., Zou, Y., Hassan, A.E. and Nagappan, M. | Predicting bugs using antipatterns [BibTeX] |
2013 | Proceedings of 2013 IEEE International Conference on Software Maintenance, pp. 270-279 | inproceedings | |
BibTeX:
@inproceedings{taba2013predicting, author = {Taba, Seyyed Ehsan Salamati and Khomh, Foutse and Zou, Ying and Hassan, Ahmed E and Nagappan, Meiyappan}, title = {Predicting bugs using antipatterns}, booktitle = {Proceedings of 2013 IEEE International Conference on Software Maintenance}, year = {2013}, pages = {270--279} } |
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Tahir, A., Bennin, K.E., MacDonell, S.G. and Marsland, S. | Revisiting the size effect in software fault prediction models [BibTeX] |
2018 | Proceedings of the 12th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, pp. 23 | inproceedings | |
BibTeX:
@inproceedings{tahir2018revisiting, author = {Tahir, Amjed and Bennin, Kwabena E and MacDonell, Stephen G and Marsland, Stephen}, title = {Revisiting the size effect in software fault prediction models}, booktitle = {Proceedings of the 12th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement}, year = {2018}, pages = {23} } |
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Tan, M., Tan, L., Dara, S. and Mayeux, C. | Online defect prediction for imbalanced data [BibTeX] |
2015 | Vol. 2Proceedings of the 37th IEEE International Conference on Software Engineering, pp. 99-108 |
inproceedings | |
BibTeX:
@inproceedings{tan2015online, author = {Tan, Ming and Tan, Lin and Dara, Sashank and Mayeux, Caleb}, title = {Online defect prediction for imbalanced data}, booktitle = {Proceedings of the 37th IEEE International Conference on Software Engineering}, year = {2015}, volume = {2}, pages = {99--108} } |
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Tantithamthavorn, C. | Towards a better understanding of the impact of experimental components on defect prediction modelling [BibTeX] |
2016 | Proceedings of 2016 IEEE/ACM 38th International Conference on Software Engineering Companion, pp. 867-870 | inproceedings | |
BibTeX:
@inproceedings{tantithamthavorn2016towards, author = {Tantithamthavorn, Chakkrit}, title = {Towards a better understanding of the impact of experimental components on defect prediction modelling}, booktitle = {Proceedings of 2016 IEEE/ACM 38th International Conference on Software Engineering Companion}, year = {2016}, pages = {867--870} } |
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Tantithamthavorn, C. and Hassan, A.E. | An experience report on defect modelling in practice: Pitfalls and challenges [BibTeX] |
2018 | Proceedings of the 40th International Conference on Software Engineering: Software Engineering in Practice, pp. 286-295 | inproceedings | |
BibTeX:
@inproceedings{tantithamthavorn2018experience, author = {Tantithamthavorn, Chakkrit and Hassan, Ahmed E}, title = {An experience report on defect modelling in practice: Pitfalls and challenges}, booktitle = {Proceedings of the 40th International Conference on Software Engineering: Software Engineering in Practice}, year = {2018}, pages = {286--295} } |
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Tantithamthavorn, C., Hassan, A.E. and Matsumoto, K. | The impact of class rebalancing techniques on the performance and interpretation of defect prediction models [BibTeX] |
2018 | IEEE Transactions on Software Engineering | article | |
BibTeX:
@article{tantithamthavorn2018impacttse, author = {Tantithamthavorn, Chakkrit and Hassan, Ahmed E and Matsumoto, Kenichi}, title = {The impact of class rebalancing techniques on the performance and interpretation of defect prediction models}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2018} } |
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Tantithamthavorn, C., McIntosh, S., Hassan, A.E., Ihara, A. and Matsumoto, K. | The impact of mislabelling on the performance and interpretation of defect prediction models [BibTeX] |
2015 | Vol. 1Proceedings of the 37th IEEE International Conference on Software Engineering, pp. 812-823 |
inproceedings | |
BibTeX:
@inproceedings{tantithamthavorn2015impact, author = {Tantithamthavorn, Chakkrit and McIntosh, Shane and Hassan, Ahmed E and Ihara, Akinori and Matsumoto, Kenichi}, title = {The impact of mislabelling on the performance and interpretation of defect prediction models}, booktitle = {Proceedings of the 37th IEEE International Conference on Software Engineering}, year = {2015}, volume = {1}, pages = {812--823} } |
|||||
Tantithamthavorn, C., McIntosh, S., Hassan, A.E. and Matsumoto, K. | Automated parameter optimization of classification techniques for defect prediction models [BibTeX] |
2016 | Proceedings of the 38th International Conference on Software Engineering, pp. 321-332 | inproceedings | |
BibTeX:
@inproceedings{tantithamthavorn2016automated, author = {Tantithamthavorn, Chakkrit and McIntosh, Shane and Hassan, Ahmed E and Matsumoto, Kenichi}, title = {Automated parameter optimization of classification techniques for defect prediction models}, booktitle = {Proceedings of the 38th International Conference on Software Engineering}, year = {2016}, pages = {321--332} } |
|||||
Tantithamthavorn, C., McIntosh, S., Hassan, A.E. and Matsumoto, K. | An empirical comparison of model validation techniques for defect prediction models [BibTeX] |
2016 | IEEE Transactions on Software Engineering Vol. 43(1), pp. 1-18 |
article | |
BibTeX:
@article{tantithamthavorn2016empirical, author = {Tantithamthavorn, Chakkrit and McIntosh, Shane and Hassan, Ahmed E and Matsumoto, Kenichi}, title = {An empirical comparison of model validation techniques for defect prediction models}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2016}, volume = {43}, number = {1}, pages = {1--18} } |
|||||
Tantithamthavorn, C., McIntosh, S., Hassan, A.E. and Matsumoto, K. | The impact of automated parameter optimization on defect prediction models [BibTeX] |
2018 | IEEE Transactions on Software Engineering | article | |
BibTeX:
@article{tantithamthavorn2018impact, author = {Tantithamthavorn, Chakkrit and McIntosh, Shane and Hassan, Ahmed E and Matsumoto, Kenichi}, title = {The impact of automated parameter optimization on defect prediction models}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2018} } |
|||||
Tassé, J. | Using code change types in an analogy-based classifier for short-term defect prediction [BibTeX] |
2013 | Proceedings of the 9th International Conference on Predictive Models in Software Engineering, pp. 5 | inproceedings | |
BibTeX:
@inproceedings{tasse2013using, author = {Tassé, Josée}, title = {Using code change types in an analogy-based classifier for short-term defect prediction}, booktitle = {Proceedings of the 9th International Conference on Predictive Models in Software Engineering}, year = {2013}, pages = {5} } |
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Tong, H., Liu, B. and Wang, S. | Software defect prediction using stacked denoising autoencoders and two-stage ensemble learning [BibTeX] |
2018 | Information and Software Technology Vol. 96, pp. 94-111 |
article | |
BibTeX:
@article{tong2018software, author = {Tong, Haonan and Liu, Bin and Wang, Shihai}, title = {Software defect prediction using stacked denoising autoencoders and two-stage ensemble learning}, journal = {Information and Software Technology}, publisher = {Elsevier}, year = {2018}, volume = {96}, pages = {94--111} } |
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Tong, H., Liu, B. and Wang, S. | Kernel Spectral Embedding Transfer Ensemble for Heterogeneous Defect Prediction [BibTeX] |
2019 | IEEE Transactions on Software Engineering | article | |
BibTeX:
@article{tong2019kernel, author = {Tong, Haonan and Liu, Bin and Wang, Shihai}, title = {Kernel Spectral Embedding Transfer Ensemble for Heterogeneous Defect Prediction}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2019} } |
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Tosun, A., Bener, A., Turhan, B. and Menzies, T. | Practical considerations in deploying statistical methods for defect prediction: A case study within the Turkish telecommunications industry [BibTeX] |
2010 | Information and Software Technology Vol. 52(11), pp. 1242-1257 |
article | |
BibTeX:
@article{tosun2010practical, author = {Tosun, Ayşe and Bener, Ayşe and Turhan, Burak and Menzies, Tim}, title = {Practical considerations in deploying statistical methods for defect prediction: A case study within the Turkish telecommunications industry}, journal = {Information and Software Technology}, publisher = {Elsevier}, year = {2010}, volume = {52}, number = {11}, pages = {1242--1257} } |
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Tosun, A., Turhan, B. and Bener, A. | Practical considerations in deploying ai for defect prediction: a case study within the turkish telecommunication industry [BibTeX] |
2009 | Proceedings of the 5th International Conference on Predictor Models in Software Engineering, pp. 11 | inproceedings | |
BibTeX:
@inproceedings{tosun2009practical, author = {Tosun, Ayşe and Turhan, Burak and Bener, Ayşe}, title = {Practical considerations in deploying ai for defect prediction: a case study within the turkish telecommunication industry}, booktitle = {Proceedings of the 5th International Conference on Predictor Models in Software Engineering}, year = {2009}, pages = {11} } |
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Turhan, B. | On the dataset shift problem in software engineering prediction models [BibTeX] |
2012 | Empirical Software Engineering Vol. 17(1-2), pp. 62-74 |
article | |
BibTeX:
@article{turhan2012dataset, author = {Turhan, Burak}, title = {On the dataset shift problem in software engineering prediction models}, journal = {Empirical Software Engineering}, publisher = {Springer}, year = {2012}, volume = {17}, number = {1-2}, pages = {62--74} } |
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Turhan, B., Mısırlı, A.T. and Bener, A. | Empirical evaluation of the effects of mixed project data on learning defect predictors [BibTeX] |
2013 | Information and Software Technology Vol. 55(6), pp. 1101-1118 |
article | |
BibTeX:
@article{turhan2013empirical, author = {Turhan, Burak and Mısırlı, Ayşe Tosun and Bener, Ayşe}, title = {Empirical evaluation of the effects of mixed project data on learning defect predictors}, journal = {Information and Software Technology}, publisher = {Elsevier}, year = {2013}, volume = {55}, number = {6}, pages = {1101--1118} } |
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Turhan, B., Menzies, T., Bener, A.B. and Di Stefano, J. | On the relative value of cross-company and within-company data for defect prediction [BibTeX] |
2009 | Empirical Software Engineering Vol. 14(5), pp. 540-578 |
article | |
BibTeX:
@article{turhan2009relative, author = {Turhan, Burak and Menzies, Tim and Bener, Ayşe B and Di Stefano, Justin}, title = {On the relative value of cross-company and within-company data for defect prediction}, journal = {Empirical Software Engineering}, publisher = {Springer}, year = {2009}, volume = {14}, number = {5}, pages = {540--578} } |
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Valdivia-Garcia, H. and Nagappan, M. | The Characteristics of False-Negatives in File-level Fault Prediction [BibTeX] |
2017 | Proceedings of the 13th International Conference on Predictive Models and Data Analytics in Software Engineering, pp. 73-82 | inproceedings | |
BibTeX:
@inproceedings{valdivia2017characteristics, author = {Valdivia-Garcia, Harold and Nagappan, Meiyappan}, title = {The Characteristics of False-Negatives in File-level Fault Prediction}, booktitle = {Proceedings of the 13th International Conference on Predictive Models and Data Analytics in Software Engineering}, year = {2017}, pages = {73--82} } |
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Walden, J., Stuckman, J. and Scandariato, R. | Predicting vulnerable components: Software metrics vs text mining [BibTeX] |
2014 | Proceedings of the 2014 IEEE 25th International Symposium on Software Reliability Engineering, pp. 23-33 | inproceedings | |
BibTeX:
@inproceedings{walden2014predicting, author = {Walden, James and Stuckman, Jeff and Scandariato, Riccardo}, title = {Predicting vulnerable components: Software metrics vs text mining}, booktitle = {Proceedings of the 2014 IEEE 25th International Symposium on Software Reliability Engineering}, year = {2014}, pages = {23--33} } |
|||||
Walkinshaw, N. and Minku, L. | Are 20% of files responsible for 80% of defects? [BibTeX] |
2018 | Proceedings of the 12th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, pp. 2 | inproceedings | |
BibTeX:
@inproceedings{walkinshaw201820, author = {Walkinshaw, Neil and Minku, Leandro}, title = {Are 20% of files responsible for 80% of defects?}, booktitle = {Proceedings of the 12th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement}, year = {2018}, pages = {2} } |
|||||
Wan, Z., Xia, X., Hassan, A.E., Lo, D., Yin, J. and Yang, X. | Perceptions, expectations, and challenges in defect prediction [BibTeX] |
2018 | IEEE Transactions on Software Engineering | article | |
BibTeX:
@article{wan2018perceptions, author = {Wan, Zhiyuan and Xia, Xin and Hassan, Ahmed E and Lo, David and Yin, Jianwei and Yang, Xiaohu}, title = {Perceptions, expectations, and challenges in defect prediction}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2018} } |
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Wang, F., Huang, J. and Ma, Y. | A Top-k Learning to Rank Approach to Cross-Project Software Defect Prediction [BibTeX] |
2018 | Proceedings of the 2018 25th Asia-Pacific Software Engineering Conference, pp. 335-344 | inproceedings | |
BibTeX:
@inproceedings{wang2018top, author = {Wang, Feng and Huang, Jinxiao and Ma, Yutao}, title = {A Top-k Learning to Rank Approach to Cross-Project Software Defect Prediction}, booktitle = {Proceedings of the 2018 25th Asia-Pacific Software Engineering Conference}, year = {2018}, pages = {335--344} } |
|||||
Wang, J., Shen, B. and Chen, Y. | Compressed C4. 5 models for software defect prediction [BibTeX] |
2012 | Proceedings of 2012 12th International Conference on Quality Software, pp. 13-16 | inproceedings | |
BibTeX:
@inproceedings{wang2012compressed, author = {Wang, Jun and Shen, Beijun and Chen, Yuting}, title = {Compressed C4. 5 models for software defect prediction}, booktitle = {Proceedings of 2012 12th International Conference on Quality Software}, year = {2012}, pages = {13--16} } |
|||||
Wang, S., Liu, T., Nam, J. and Tan, L. | Deep semantic feature learning for software defect prediction [BibTeX] |
2018 | IEEE Transactions on Software Engineering | article | |
BibTeX:
@article{wang2018deep, author = {Wang, Song and Liu, Taiyue and Nam, Jaechang and Tan, Lin}, title = {Deep semantic feature learning for software defect prediction}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2018} } |
|||||
Wang, S., Liu, T. and Tan, L. | Automatically learning semantic features for defect prediction [BibTeX] |
2016 | Proceedings of the 38th International Conference on Software Engineering, pp. 297-308 | inproceedings | |
BibTeX:
@inproceedings{wang2016automatically, author = {Wang, Song and Liu, Taiyue and Tan, Lin}, title = {Automatically learning semantic features for defect prediction}, booktitle = {Proceedings of the 38th International Conference on Software Engineering}, year = {2016}, pages = {297--308} } |
|||||
Wang, S., Nam, J. and Tan, L. | QTEP: quality-aware test case prioritization [BibTeX] |
2017 | Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering, pp. 523-534 | inproceedings | |
BibTeX:
@inproceedings{wang2017qtep, author = {Wang, Song and Nam, Jaechang and Tan, Lin}, title = {QTEP: quality-aware test case prioritization}, booktitle = {Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering}, year = {2017}, pages = {523--534} } |
|||||
Wang, S. and Yao, X. | Using class imbalance learning for software defect prediction [BibTeX] |
2013 | IEEE Transactions on Reliability Vol. 62(2), pp. 434-443 |
article | |
BibTeX:
@article{wang2013using, author = {Wang, Shuo and Yao, Xin}, title = {Using class imbalance learning for software defect prediction}, journal = {IEEE Transactions on Reliability}, publisher = {IEEE}, year = {2013}, volume = {62}, number = {2}, pages = {434--443} } |
|||||
Wang, T., Zhang, Z., Jing, X. and Liu, Y. | Non-negative sparse-based SemiBoost for software defect prediction [BibTeX] |
2016 | Software Testing, Verification and Reliability Vol. 26(7), pp. 498-515 |
article | |
BibTeX:
@article{wang2016non, author = {Wang, Tiejian and Zhang, Zhiwu and Jing, Xiaoyuan and Liu, Yanli}, title = {Non-negative sparse-based SemiBoost for software defect prediction}, journal = {Software Testing, Verification and Reliability}, publisher = {Wiley Online Library}, year = {2016}, volume = {26}, number = {7}, pages = {498--515} } |
|||||
Wang, T., Zhang, Z., Jing, X. and Zhang, L. | Multiple kernel ensemble learning for software defect prediction [BibTeX] |
2016 | Automated Software Engineering Vol. 23(4), pp. 569-590 |
article | |
BibTeX:
@article{wang2016multiple, author = {Wang, Tiejian and Zhang, Zhiwu and Jing, Xiaoyuan and Zhang, Liqiang}, title = {Multiple kernel ensemble learning for software defect prediction}, journal = {Automated Software Engineering}, publisher = {Springer}, year = {2016}, volume = {23}, number = {4}, pages = {569--590} } |
|||||
Wen, M., Wu, R. and Cheung, S.-C. | How well do change sequences predict defects? sequence learning from software changes [BibTeX] |
2018 | IEEE Transactions on Software Engineering | article | |
BibTeX:
@article{wen2018well, author = {Wen, Ming and Wu, Rongxin and Cheung, Shing-Chi}, title = {How well do change sequences predict defects? sequence learning from software changes}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2018} } |
|||||
Wen, M., Wu, R., Liu, Y., Tian, Y., Xie, X., Cheung, S.-C. and Su, Z. | Exploring and exploiting the correlations between bug-inducing and bug-fixing commits [BibTeX] |
2019 | Proceedings of the 2019 27th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, pp. 326-337 | inproceedings | |
BibTeX:
@inproceedings{wen2019exploring, author = {Wen, Ming and Wu, Rongxin and Liu, Yepang and Tian, Yongqiang and Xie, Xuan and Cheung, Shing-Chi and Su, Zhendong}, title = {Exploring and exploiting the correlations between bug-inducing and bug-fixing commits}, booktitle = {Proceedings of the 2019 27th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering}, year = {2019}, pages = {326--337} } |
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Weyuker, E.J., Ostrand, T.J. and Bell, R.M. | Using developer information as a factor for fault prediction [BibTeX] |
2007 | Proceedings of the Third International Workshop on Predictor Models in Software Engineering, pp. 8 | inproceedings | |
BibTeX:
@inproceedings{weyuker2007using, author = {Weyuker, Elaine J and Ostrand, Thomas J and Bell, Robert M}, title = {Using developer information as a factor for fault prediction}, booktitle = {Proceedings of the Third International Workshop on Predictor Models in Software Engineering}, year = {2007}, pages = {8} } |
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Weyuker, E.J., Ostrand, T.J. and Bell, R.M. | Do too many cooks spoil the broth? Using the number of developers to enhance defect prediction models [BibTeX] |
2008 | Empirical Software Engineering Vol. 13(5), pp. 539-559 |
article | |
BibTeX:
@article{weyuker2008too, author = {Weyuker, Elaine J and Ostrand, Thomas J and Bell, Robert M}, title = {Do too many cooks spoil the broth? Using the number of developers to enhance defect prediction models}, journal = {Empirical Software Engineering}, publisher = {Springer}, year = {2008}, volume = {13}, number = {5}, pages = {539--559} } |
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Wu, F., Jing, X.-Y., Sun, Y., Sun, J., Huang, L., Cui, F. and Sun, Y. | Cross-project and within-project semisupervised software defect prediction: A unified approach [BibTeX] |
2018 | IEEE Transactions on Reliability Vol. 67(2), pp. 581-597 |
article | |
BibTeX:
@article{wu2018cross, author = {Wu, Fei and Jing, Xiao-Yuan and Sun, Ying and Sun, Jing and Huang, Lin and Cui, Fangyi and Sun, Yanfei}, title = {Cross-project and within-project semisupervised software defect prediction: A unified approach}, journal = {IEEE Transactions on Reliability}, publisher = {IEEE}, year = {2018}, volume = {67}, number = {2}, pages = {581--597} } |
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Wu, R., Zhang, H., Kim, S. and Cheung, S.-C. | Relink: recovering links between bugs and changes [BibTeX] |
2011 | Proceedings of the 19th ACM SIGSOFT symposium and the 13th European conference on Foundations of software engineering, pp. 15-25 | inproceedings | |
BibTeX:
@inproceedings{wu2011relink, author = {Wu, Rongxin and Zhang, Hongyu and Kim, Sunghun and Cheung, Shing-Chi}, title = {Relink: recovering links between bugs and changes}, booktitle = {Proceedings of the 19th ACM SIGSOFT symposium and the 13th European conference on Foundations of software engineering}, year = {2011}, pages = {15--25} } |
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Wu, Y., Yang, Y., Zhao, Y., Lu, H., Zhou, Y. and Xu, B. | The influence of developer quality on software fault-proneness prediction [BibTeX] |
2014 | Proceedings of 2014 eighth international conference on software security and reliability (SERE), pp. 11-19 | inproceedings | |
BibTeX:
@inproceedings{wu2014influence, author = {Wu, Yangsong and Yang, Yibiao and Zhao, Yangyang and Lu, Hongmin and Zhou, Yuming and Xu, Baowen}, title = {The influence of developer quality on software fault-proneness prediction}, booktitle = {Proceedings of 2014 eighth international conference on software security and reliability (SERE)}, year = {2014}, pages = {11--19} } |
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Xia, X., Lo, D., Pan, S.J., Nagappan, N. and Wang, X. | Hydra: Massively compositional model for cross-project defect prediction [BibTeX] |
2016 | IEEE Transactions on software Engineering Vol. 42(10), pp. 977-998 |
article | |
BibTeX:
@article{xia2016hydra, author = {Xia, Xin and Lo, David and Pan, Sinno Jialin and Nagappan, Nachiappan and Wang, Xinyu}, title = {Hydra: Massively compositional model for cross-project defect prediction}, journal = {IEEE Transactions on software Engineering}, publisher = {IEEE}, year = {2016}, volume = {42}, number = {10}, pages = {977--998} } |
|||||
Xia, X., Shihab, E., Kamei, Y., Lo, D. and Wang, X. | Predicting crashing releases of mobile applications [BibTeX] |
2016 | Proceedings of the 10th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, pp. 29 | inproceedings | |
BibTeX:
@inproceedings{xia2016predicting, author = {Xia, Xin and Shihab, Emad and Kamei, Yasutaka and Lo, David and Wang, Xinyu}, title = {Predicting crashing releases of mobile applications}, booktitle = {Proceedings of the 10th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement}, year = {2016}, pages = {29} } |
|||||
Xiao, P., Liu, B. and Wang, S. | Feedback-based integrated prediction: Defect prediction based on feedback from software testing process [BibTeX] |
2018 | Journal of Systems and Software Vol. 143, pp. 159-171 |
article | |
BibTeX:
@article{xiao2018feedback, author = {Xiao, Peng and Liu, Bin and Wang, Shihai}, title = {Feedback-based integrated prediction: Defect prediction based on feedback from software testing process}, journal = {Journal of Systems and Software}, publisher = {Elsevier}, year = {2018}, volume = {143}, pages = {159--171} } |
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Xie, R., Chen, L., Ye, W., Li, Z., Hu, T., Du, D. and Zhang, S. | DeepLink: A Code Knowledge Graph Based Deep Learning Approach for Issue-Commit Link Recovery [BibTeX] |
2019 | Proceedings of the 2019 IEEE 26th International Conference on Software Analysis, Evolution and Reengineering, pp. 434-444 | inproceedings | |
BibTeX:
@inproceedings{xie2019deeplink, author = {Xie, Rui and Chen, Long and Ye, Wei and Li, Zhiyu and Hu, Tianxiang and Du, Dongdong and Zhang, Shikun}, title = {DeepLink: A Code Knowledge Graph Based Deep Learning Approach for Issue-Commit Link Recovery}, booktitle = {Proceedings of the 2019 IEEE 26th International Conference on Software Analysis, Evolution and Reengineering}, year = {2019}, pages = {434--444} } |
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Xu, Z., Li, S., Luo, X., Liu, J., Zhang, T., Tang, Y., Xu, J., Yuan, P. and Keung, J. | TSTSS: A two-stage training subset selection framework for cross version defect prediction [BibTeX] |
2019 | Journal of Systems and Software Vol. 154, pp. 59-78 |
article | |
BibTeX:
@article{xu2019tstss, author = {Xu, Zhou and Li, Shuai and Luo, Xiapu and Liu, Jin and Zhang, Tao and Tang, Yutian and Xu, Jun and Yuan, Peipei and Keung, Jacky}, title = {TSTSS: A two-stage training subset selection framework for cross version defect prediction}, journal = {Journal of Systems and Software}, publisher = {Elsevier}, year = {2019}, volume = {154}, pages = {59--78} } |
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Xu, Z., Li, S., Tang, Y., Luo, X., Zhang, T., Liu, J. and Xu, J. | Cross version defect prediction with representative data via sparse subset selection [BibTeX] |
2018 | Proceedings of the 26th Conference on Program Comprehension, pp. 132-143 | inproceedings | |
BibTeX:
@inproceedings{xu2018crossicpc, author = {Xu, Zhou and Li, Shuai and Tang, Yutian and Luo, Xiapu and Zhang, Tao and Liu, Jin and Xu, Jun}, title = {Cross version defect prediction with representative data via sparse subset selection}, booktitle = {Proceedings of the 26th Conference on Program Comprehension}, year = {2018}, pages = {132--143} } |
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Xu, Z., Li, S., Xu, J., Liu, J., Luo, X., Zhang, Y., Zhang, T., Keung, J. and Tang, Y. | LDFR: Learning deep feature representation for software defect prediction [BibTeX] |
2019 | Journal of Systems and Software Vol. 158, pp. 110402 |
article | |
BibTeX:
@article{xu2019ldfr, author = {Xu, Zhou and Li, Shuai and Xu, Jun and Liu, Jin and Luo, Xiapu and Zhang, Yifeng and Zhang, Tao and Keung, Jacky and Tang, Yutian}, title = {LDFR: Learning deep feature representation for software defect prediction}, journal = {Journal of Systems and Software}, publisher = {Elsevier}, year = {2019}, volume = {158}, pages = {110402} } |
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Xu, Z., Liu, J., Luo, X., Yang, Z., Zhang, Y., Yuan, P., Tang, Y. and Zhang, T. | Software defect prediction based on kernel PCA and weighted extreme learning machine [BibTeX] |
2019 | Information and Software Technology Vol. 106, pp. 182-200 |
article | |
BibTeX:
@article{xu2019software, author = {Xu, Zhou and Liu, Jin and Luo, Xiapu and Yang, Zijiang and Zhang, Yifeng and Yuan, Peipei and Tang, Yutian and Zhang, Tao}, title = {Software defect prediction based on kernel PCA and weighted extreme learning machine}, journal = {Information and Software Technology}, publisher = {Elsevier}, year = {2019}, volume = {106}, pages = {182--200} } |
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Xu, Z., Liu, J., Luo, X. and Zhang, T. | Cross-version defect prediction via hybrid active learning with kernel principal component analysis [BibTeX] |
2018 | Proceedings of the 2018 IEEE 25th International Conference on Software Analysis, Evolution and Reengineering, pp. 209-220 | inproceedings | |
BibTeX:
@inproceedings{xu2018cross, author = {Xu, Zhou and Liu, Jin and Luo, Xiapu and Zhang, Tao}, title = {Cross-version defect prediction via hybrid active learning with kernel principal component analysis}, booktitle = {Proceedings of the 2018 IEEE 25th International Conference on Software Analysis, Evolution and Reengineering}, year = {2018}, pages = {209--220} } |
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Xu, Z., Liu, J., Yang, Z., An, G. and Jia, X. | The impact of feature selection on defect prediction performance: An empirical comparison [BibTeX] |
2016 | Proceedings of the 2016 IEEE 27th International Symposium on Software Reliability Engineering, pp. 309-320 | inproceedings | |
BibTeX:
@inproceedings{xu2016impact, author = {Xu, Zhou and Liu, Jin and Yang, Zijiang and An, Gege and Jia, Xiangyang}, title = {The impact of feature selection on defect prediction performance: An empirical comparison}, booktitle = {Proceedings of the 2016 IEEE 27th International Symposium on Software Reliability Engineering}, year = {2016}, pages = {309--320} } |
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Xu, Z., Pang, S., Zhang, T., Luo, X.-P., Liu, J., Tang, Y.-T., Yu, X. and Xue, L. | Cross Project Defect Prediction via Balanced Distribution Adaptation Based Transfer Learning [BibTeX] |
2019 | Journal of Computer Science and Technology Vol. 34(5), pp. 1039-1062 |
article | |
BibTeX:
@article{xu2019cross, author = {Xu, Zhou and Pang, Shuai and Zhang, Tao and Luo, Xia-Pu and Liu, Jin and Tang, Yu-Tian and Yu, Xiao and Xue, Lei}, title = {Cross Project Defect Prediction via Balanced Distribution Adaptation Based Transfer Learning}, journal = {Journal of Computer Science and Technology}, publisher = {Springer}, year = {2019}, volume = {34}, number = {5}, pages = {1039--1062} } |
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Xu, Z., Xuan, J., Liu, J. and Cui, X. | Michac: Defect prediction via feature selection based on maximal information coefficient with hierarchical agglomerative clustering [BibTeX] |
2016 | Vol. 1Proceedings of the 2016 IEEE 23rd International Conference on Software Analysis, Evolution, and Reengineering (SANER), pp. 370-381 |
inproceedings | |
BibTeX:
@inproceedings{xu2016michac, author = {Xu, Zhou and Xuan, Jifeng and Liu, Jin and Cui, Xiaohui}, title = {Michac: Defect prediction via feature selection based on maximal information coefficient with hierarchical agglomerative clustering}, booktitle = {Proceedings of the 2016 IEEE 23rd International Conference on Software Analysis, Evolution, and Reengineering (SANER)}, year = {2016}, volume = {1}, pages = {370--381} } |
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Yadav, H.B. and Yadav, D.K. | A fuzzy logic based approach for phase-wise software defects prediction using software metrics [BibTeX] |
2015 | Information and Software Technology Vol. 63, pp. 44-57 |
article | |
BibTeX:
@article{yadav2015fuzzy, author = {Yadav, Harikesh Bahadur and Yadav, Dilip Kumar}, title = {A fuzzy logic based approach for phase-wise software defects prediction using software metrics}, journal = {Information and Software Technology}, publisher = {Elsevier}, year = {2015}, volume = {63}, pages = {44--57} } |
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Yamashita, K., Huang, C., Nagappan, M., Kamei, Y., Mockus, A., Hassan, A.E. and Ubayashi, N. | Thresholds for size and complexity metrics: A case study from the perspective of defect density [BibTeX] |
2016 | Proceedings of 2016 IEEE international conference on software quality, reliability and security, pp. 191-201 | inproceedings | |
BibTeX:
@inproceedings{yamashita2016thresholds, author = {Yamashita, Kazuhiro and Huang, Changyun and Nagappan, Meiyappan and Kamei, Yasutaka and Mockus, Audris and Hassan, Ahmed E and Ubayashi, Naoyasu}, title = {Thresholds for size and complexity metrics: A case study from the perspective of defect density}, booktitle = {Proceedings of 2016 IEEE international conference on software quality, reliability and security}, year = {2016}, pages = {191--201} } |
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Yan, M., Fang, Y., Lo, D., Xia, X. and Zhang, X. | File-level defect prediction: Unsupervised vs. supervised models [BibTeX] |
2017 | Proceedings of 2017 ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, pp. 344-353 | inproceedings | |
BibTeX:
@inproceedings{yan2017file, author = {Yan, Meng and Fang, Yicheng and Lo, David and Xia, Xin and Zhang, Xiaohong}, title = {File-level defect prediction: Unsupervised vs. supervised models}, booktitle = {Proceedings of 2017 ACM/IEEE International Symposium on Empirical Software Engineering and Measurement}, year = {2017}, pages = {344--353} } |
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Yan, M., Zhang, X., Liu, C., Xu, L., Yang, M. and Yang, D. | Automated change-prone class prediction on unlabeled dataset using unsupervised method [BibTeX] |
2017 | Information and Software Technology Vol. 92, pp. 1-16 |
article | |
BibTeX:
@article{yan2017automated, author = {Yan, Meng and Zhang, Xiaohong and Liu, Chao and Xu, Ling and Yang, Mengning and Yang, Dan}, title = {Automated change-prone class prediction on unlabeled dataset using unsupervised method}, journal = {Information and Software Technology}, publisher = {Elsevier}, year = {2017}, volume = {92}, pages = {1--16} } |
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Yang, X., Lo, D., Xia, X. and Sun, J. | TLEL: A two-layer ensemble learning approach for just-in-time defect prediction [BibTeX] |
2017 | Information and Software Technology Vol. 87, pp. 206-220 |
article | |
BibTeX:
@article{yang2017tlel, author = {Yang, Xinli and Lo, David and Xia, Xin and Sun, Jianling}, title = {TLEL: A two-layer ensemble learning approach for just-in-time defect prediction}, journal = {Information and Software Technology}, publisher = {Elsevier}, year = {2017}, volume = {87}, pages = {206--220} } |
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Yang, X., Lo, D., Xia, X., Zhang, Y. and Sun, J. | Deep learning for just-in-time defect prediction [BibTeX] |
2015 | Proceedings of the 2015 IEEE International Conference on Software Quality, Reliability and Security, pp. 17-26 | inproceedings | |
BibTeX:
@inproceedings{yang2015deep, author = {Yang, Xinli and Lo, David and Xia, Xin and Zhang, Yun and Sun, Jianling}, title = {Deep learning for just-in-time defect prediction}, booktitle = {Proceedings of the 2015 IEEE International Conference on Software Quality, Reliability and Security}, year = {2015}, pages = {17--26} } |
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Yang, X., Tang, K. and Yao, X. | A learning-to-rank approach to software defect prediction [BibTeX] |
2014 | IEEE Transactions on Reliability Vol. 64(1), pp. 234-246 |
article | |
BibTeX:
@article{yang2014learning, author = {Yang, Xiaoxing and Tang, Ke and Yao, Xin}, title = {A learning-to-rank approach to software defect prediction}, journal = {IEEE Transactions on Reliability}, publisher = {IEEE}, year = {2014}, volume = {64}, number = {1}, pages = {234--246} } |
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Yang, X. and Wen, W. | Ridge and Lasso Regression Models for Cross-Version Defect Prediction [BibTeX] |
2018 | IEEE Transactions on Reliability Vol. 67(3), pp. 885-896 |
article | |
BibTeX:
@article{yang2018ridge, author = {Yang, Xiaoxing and Wen, Wushao}, title = {Ridge and Lasso Regression Models for Cross-Version Defect Prediction}, journal = {IEEE Transactions on Reliability}, publisher = {IEEE}, year = {2018}, volume = {67}, number = {3}, pages = {885--896} } |
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Yang, Y., Harman, M., Krinke, J., Islam, S., Binkley, D., Zhou, Y. and Xu, B. | An empirical study on dependence clusters for effort-aware fault-proneness prediction [BibTeX] |
2016 | Proceedings of the 31st IEEE/ACM International Conference on Automated Software Engineering, pp. 296-307 | inproceedings | |
BibTeX:
@inproceedings{yang2016empirical, author = {Yang, Yibiao and Harman, Mark and Krinke, Jens and Islam, Syed and Binkley, David and Zhou, Yuming and Xu, Baowen}, title = {An empirical study on dependence clusters for effort-aware fault-proneness prediction}, booktitle = {Proceedings of the 31st IEEE/ACM International Conference on Automated Software Engineering}, year = {2016}, pages = {296--307} } |
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Yang, Y., Zhou, Y., Liu, J., Zhao, Y., Lu, H., Xu, L., Xu, B. and Leung, H. | Effort-aware just-in-time defect prediction: simple unsupervised models could be better than supervised models [BibTeX] |
2016 | Proceedings of the 2016 24th ACM SIGSOFT International Symposium on Foundations of Software Engineering, pp. 157-168 | inproceedings | |
BibTeX:
@inproceedings{yang2016effort, author = {Yang, Yibiao and Zhou, Yuming and Liu, Jinping and Zhao, Yangyang and Lu, Hongmin and Xu, Lei and Xu, Baowen and Leung, Hareton}, title = {Effort-aware just-in-time defect prediction: simple unsupervised models could be better than supervised models}, booktitle = {Proceedings of the 2016 24th ACM SIGSOFT International Symposium on Foundations of Software Engineering}, year = {2016}, pages = {157--168} } |
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Yang, Y., Zhou, Y., Lu, H., Chen, L., Chen, Z., Xu, B., Leung, H. and Zhang, Z. | Are slice-based cohesion metrics actually useful in effort-aware post-release fault-proneness prediction? An empirical study [BibTeX] |
2014 | IEEE Transactions on Software Engineering Vol. 41(4), pp. 331-357 |
article | |
BibTeX:
@article{yang2014slice, author = {Yang, Yibiao and Zhou, Yuming and Lu, Hongmin and Chen, Lin and Chen, Zhenyu and Xu, Baowen and Leung, Hareton and Zhang, Zhenyu}, title = {Are slice-based cohesion metrics actually useful in effort-aware post-release fault-proneness prediction? An empirical study}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2014}, volume = {41}, number = {4}, pages = {331--357} } |
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Yu, Q., Jiang, S. and Zhang, Y. | A feature matching and transfer approach for cross-company defect prediction [BibTeX] |
2017 | Journal of Systems and Software Vol. 132, pp. 366-378 |
article | |
BibTeX:
@article{yu2017feature, author = {Yu, Qiao and Jiang, Shujuan and Zhang, Yanmei}, title = {A feature matching and transfer approach for cross-company defect prediction}, journal = {Journal of Systems and Software}, publisher = {Elsevier}, year = {2017}, volume = {132}, pages = {366--378} } |
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Yu, T., Wen, W., Han, X. and Hayes, J. | ConPredictor: Concurrency Defect Prediction in Real-World Applications [BibTeX] |
2018 | IEEE Transactions on Software Engineering | article | |
BibTeX:
@article{yu2018conpredictor, author = {Yu, Tingting and Wen, Wei and Han, Xue and Hayes, Jane}, title = {ConPredictor: Concurrency Defect Prediction in Real-World Applications}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2018} } |
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Yu, X., Bennin, K.E., Liu, J., Keung, J.W., Yin, X. and Xu, Z. | An Empirical Study of Learning to Rank Techniques for Effort-Aware Defect Prediction [BibTeX] |
2019 | Proceedings of the 2019 IEEE 26th International Conference on Software Analysis, Evolution and Reengineering, pp. 298-309 | inproceedings | |
BibTeX:
@inproceedings{yu2019empirical, author = {Yu, Xiao and Bennin, Kwabena Ebo and Liu, Jin and Keung, Jacky Wai and Yin, Xiaofei and Xu, Zhou}, title = {An Empirical Study of Learning to Rank Techniques for Effort-Aware Defect Prediction}, booktitle = {Proceedings of the 2019 IEEE 26th International Conference on Software Analysis, Evolution and Reengineering}, year = {2019}, pages = {298--309} } |
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Yu, X., Liu, J., Keung, J.W., Li, Q., Bennin, K.E., Xu, Z., Wang, J. and Cui, X. | Improving Ranking-Oriented Defect Prediction Using a Cost-Sensitive Ranking SVM [BibTeX] |
2019 | IEEE Transactions on Reliability | article | |
BibTeX:
@article{yu2019improving, author = {Yu, Xiao and Liu, Jin and Keung, Jacky Wai and Li, Qing and Bennin, Kwabena Ebo and Xu, Zhou and Wang, Junping and Cui, Xiaohui}, title = {Improving Ranking-Oriented Defect Prediction Using a Cost-Sensitive Ranking SVM}, journal = {IEEE Transactions on Reliability}, publisher = {IEEE}, year = {2019} } |
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Yu, X., Liu, J., Yang, Z., Jia, X., Ling, Q. and Ye, S. | Learning from imbalanced data for predicting the number of software defects [BibTeX] |
2017 | Proceedings of the 2017 IEEE 28th International Symposium on Software Reliability Engineering, pp. 78-89 | inproceedings | |
BibTeX:
@inproceedings{yu2017learning, author = {Yu, Xiao and Liu, Jin and Yang, Zijiang and Jia, Xiangyang and Ling, Qi and Ye, Sizhe}, title = {Learning from imbalanced data for predicting the number of software defects}, booktitle = {Proceedings of the 2017 IEEE 28th International Symposium on Software Reliability Engineering}, year = {2017}, pages = {78--89} } |
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Zhang, D., Chen, X., Cui, Z. and Ju, X. | Software Defect Prediction Model Sharing Under Differential Privacy [BibTeX] |
2018 | Proceedings of 2018 IEEE Advanced & Trusted Computing, pp. 1547-1554 | inproceedings | |
BibTeX:
@inproceedings{zhang2018software, author = {Zhang, Dun and Chen, Xiang and Cui, Zhanqi and Ju, Xiaolin}, title = {Software Defect Prediction Model Sharing Under Differential Privacy}, booktitle = {Proceedings of 2018 IEEE Advanced & Trusted Computing}, year = {2018}, pages = {1547--1554} } |
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Zhang, F., Hassan, A.E., McIntosh, S. and Zou, Y. | The use of summation to aggregate software metrics hinders the performance of defect prediction models [BibTeX] |
2016 | IEEE Transactions on Software Engineering Vol. 43(5), pp. 476-491 |
article | |
BibTeX:
@article{zhang2016use, author = {Zhang, Feng and Hassan, Ahmed E and McIntosh, Shane and Zou, Ying}, title = {The use of summation to aggregate software metrics hinders the performance of defect prediction models}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2016}, volume = {43}, number = {5}, pages = {476--491} } |
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Zhang, F., Keivanloo, I. and Zou, Y. | Data transformation in cross-project defect prediction [BibTeX] |
2017 | Empirical Software Engineering Vol. 22(6), pp. 3186-3218 |
article | |
BibTeX:
@article{zhang2017data, author = {Zhang, Feng and Keivanloo, Iman and Zou, Ying}, title = {Data transformation in cross-project defect prediction}, journal = {Empirical Software Engineering}, publisher = {Springer}, year = {2017}, volume = {22}, number = {6}, pages = {3186--3218} } |
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Zhang, F., Mockus, A., Keivanloo, I. and Zou, Y. | Towards building a universal defect prediction model [BibTeX] |
2014 | Proceedings of the 11th Working Conference on Mining Software Repositories, pp. 182-191 | inproceedings | |
BibTeX:
@inproceedings{zhang2014towards, author = {Zhang, Feng and Mockus, Audris and Keivanloo, Iman and Zou, Ying}, title = {Towards building a universal defect prediction model}, booktitle = {Proceedings of the 11th Working Conference on Mining Software Repositories}, year = {2014}, pages = {182--191} } |
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Zhang, F., Mockus, A., Keivanloo, I. and Zou, Y. | Towards building a universal defect prediction model with rank transformed predictors [BibTeX] |
2016 | Empirical Software Engineering Vol. 21(5), pp. 2107-2145 |
article | |
BibTeX:
@article{zhang2016towards, author = {Zhang, Feng and Mockus, Audris and Keivanloo, Iman and Zou, Ying}, title = {Towards building a universal defect prediction model with rank transformed predictors}, journal = {Empirical Software Engineering}, publisher = {Springer}, year = {2016}, volume = {21}, number = {5}, pages = {2107--2145} } |
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Zhang, F., Zheng, Q., Zou, Y. and Hassan, A.E. | Cross-project defect prediction using a connectivity-based unsupervised classifier [BibTeX] |
2016 | Proceedings of the 38th International Conference on Software Engineering, pp. 309-320 | inproceedings | |
BibTeX:
@inproceedings{zhang2016cross, author = {Zhang, Feng and Zheng, Quan and Zou, Ying and Hassan, Ahmed E}, title = {Cross-project defect prediction using a connectivity-based unsupervised classifier}, booktitle = {Proceedings of the 38th International Conference on Software Engineering}, year = {2016}, pages = {309--320} } |
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Zhang, H. | An investigation of the relationships between lines of code and defects [BibTeX] |
2009 | Proceedings of the 2009 IEEE International Conference on Software Maintenance, pp. 274-283 | inproceedings | |
BibTeX:
@inproceedings{zhang2009investigation, author = {Zhang, Hongyu}, title = {An investigation of the relationships between lines of code and defects}, booktitle = {Proceedings of the 2009 IEEE International Conference on Software Maintenance}, year = {2009}, pages = {274--283} } |
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Zhang, H. and Cheung, S. | A cost-effectiveness criterion for applying software defect prediction models [BibTeX] |
2013 | Proceedings of the 2013 9th Joint Meeting on Foundations of Software Engineering, pp. 643-646 | inproceedings | |
BibTeX:
@inproceedings{zhang2013cost, author = {Zhang, Hongyu and Cheung, SC}, title = {A cost-effectiveness criterion for applying software defect prediction models}, booktitle = {Proceedings of the 2013 9th Joint Meeting on Foundations of Software Engineering}, year = {2013}, pages = {643--646} } |
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Zhang, W., Cheung, S.-C., Chen, Z., Zhou, Y. and Luo, B. | File-level socio-technical congruence and its relationship with bug proneness in OSS projects [BibTeX] |
2019 | Journal of Systems and Software Vol. 156, pp. 21-40 |
article | |
BibTeX:
@article{zhang2019file, author = {Zhang, Weiqiang and Cheung, Shing-Chi and Chen, Zhenyu and Zhou, Yuming and Luo, Bin}, title = {File-level socio-technical congruence and its relationship with bug proneness in OSS projects}, journal = {Journal of Systems and Software}, publisher = {Elsevier}, year = {2019}, volume = {156}, pages = {21--40} } |
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Zhang, X., Ben, K. and Zeng, J. | Cross-entropy: A new metric for software defect prediction [BibTeX] |
2018 | Proceedings of 2018 IEEE International Conference on Software Quality, Reliability and Security, pp. 111-122 | inproceedings | |
BibTeX:
@inproceedings{zhang2018cross, author = {Zhang, Xian and Ben, Kerong and Zeng, Jie}, title = {Cross-entropy: A new metric for software defect prediction}, booktitle = {Proceedings of 2018 IEEE International Conference on Software Quality, Reliability and Security}, year = {2018}, pages = {111--122} } |
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Zhang, Y., Lo, D., Xia, X. and Sun, J. | An empirical study of classifier combination for cross-project defect prediction [BibTeX] |
2015 | Vol. 2Proceedings of 2015 IEEE 39th Annual Computer Software and Applications Conference, pp. 264-269 |
inproceedings | |
BibTeX:
@inproceedings{zhang2015empirical, author = {Zhang, Yun and Lo, David and Xia, Xin and Sun, Jianling}, title = {An empirical study of classifier combination for cross-project defect prediction}, booktitle = {Proceedings of 2015 IEEE 39th Annual Computer Software and Applications Conference}, year = {2015}, volume = {2}, pages = {264--269} } |
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Zhang, Z.-W., Jing, X.-Y. and Wang, T.-J. | Label propagation based semi-supervised learning for software defect prediction [BibTeX] |
2017 | Automated Software Engineering Vol. 24(1), pp. 47-69 |
article | |
BibTeX:
@article{zhang2017label, author = {Zhang, Zhi-Wu and Jing, Xiao-Yuan and Wang, Tie-Jian}, title = {Label propagation based semi-supervised learning for software defect prediction}, journal = {Automated Software Engineering}, publisher = {Springer}, year = {2017}, volume = {24}, number = {1}, pages = {47--69} } |
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Zhao, Y., Yang, Y., Lu, H., Liu, J., Leung, H., Wu, Y., Zhou, Y. and Xu, B. | Understanding the value of considering client usage context in package cohesion for fault-proneness prediction [BibTeX] |
2017 | Automated software engineering Vol. 24(2), pp. 393-453 |
article | |
BibTeX:
@article{zhao2017understanding, author = {Zhao, Yangyang and Yang, Yibiao and Lu, Hongmin and Liu, Jinping and Leung, Hareton and Wu, Yansong and Zhou, Yuming and Xu, Baowen}, title = {Understanding the value of considering client usage context in package cohesion for fault-proneness prediction}, journal = {Automated software engineering}, publisher = {Springer}, year = {2017}, volume = {24}, number = {2}, pages = {393--453} } |
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Zhao, Y., Yang, Y., Lu, H., Zhou, Y., Song, Q. and Xu, B. | An empirical analysis of package-modularization metrics: Implications for software fault-proneness [BibTeX] |
2015 | Information and Software Technology Vol. 57, pp. 186-203 |
article | |
BibTeX:
@article{zhao2015empirical, author = {Zhao, Yangyang and Yang, Yibiao and Lu, Hongmin and Zhou, Yuming and Song, Qinbao and Xu, Baowen}, title = {An empirical analysis of package-modularization metrics: Implications for software fault-proneness}, journal = {Information and Software Technology}, publisher = {Elsevier}, year = {2015}, volume = {57}, pages = {186--203} } |
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Zhou, T., Sun, X., Xia, X., Li, B. and Chen, X. | Improving defect prediction with deep forest [BibTeX] |
2019 | Information and Software Technology Vol. 114, pp. 204-216 |
article | |
BibTeX:
@article{zhou2019improving, author = {Zhou, Tianchi and Sun, Xiaobing and Xia, Xin and Li, Bin and Chen, Xiang}, title = {Improving defect prediction with deep forest}, journal = {Information and Software Technology}, publisher = {Elsevier}, year = {2019}, volume = {114}, pages = {204--216} } |
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Zhou, Y. and Leung, H. | Empirical analysis of object-oriented design metrics for predicting high and low severity faults [BibTeX] |
2006 | IEEE Transactions on software engineering Vol. 32(10), pp. 771-789 |
article | |
BibTeX:
@article{zhou2006empirical, author = {Zhou, Yuming and Leung, Hareton}, title = {Empirical analysis of object-oriented design metrics for predicting high and low severity faults}, journal = {IEEE Transactions on software engineering}, publisher = {IEEE}, year = {2006}, volume = {32}, number = {10}, pages = {771--789} } |
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Zhou, Y., Leung, H. and Xu, B. | Examining the potentially confounding effect of class size on the associations between object-oriented metrics and change-proneness [BibTeX] |
2009 | IEEE Transactions on Software Engineering Vol. 35(5), pp. 607-623 |
article | |
BibTeX:
@article{zhou2009examining, author = {Zhou, Yuming and Leung, Hareton and Xu, Baowen}, title = {Examining the potentially confounding effect of class size on the associations between object-oriented metrics and change-proneness}, journal = {IEEE Transactions on Software Engineering}, publisher = {IEEE}, year = {2009}, volume = {35}, number = {5}, pages = {607--623} } |
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Zhou, Y., Xu, B. and Leung, H. | On the ability of complexity metrics to predict fault-prone classes in object-oriented systems [BibTeX] |
2010 | Journal of Systems and Software Vol. 83(4), pp. 660-674 |
article | |
BibTeX:
@article{zhou2010ability, author = {Zhou, Yuming and Xu, Baowen and Leung, Hareton}, title = {On the ability of complexity metrics to predict fault-prone classes in object-oriented systems}, journal = {Journal of Systems and Software}, publisher = {Elsevier}, year = {2010}, volume = {83}, number = {4}, pages = {660--674} } |
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Zhou, Y., Xu, B., Leung, H. and Chen, L. | An in-depth study of the potentially confounding effect of class size in fault prediction [BibTeX] |
2014 | ACM Transactions on Software Engineering and Methodology Vol. 23(1), pp. 10 |
article | |
BibTeX:
@article{zhou2014depth, author = {Zhou, Yuming and Xu, Baowen and Leung, Hareton and Chen, Lin}, title = {An in-depth study of the potentially confounding effect of class size in fault prediction}, journal = {ACM Transactions on Software Engineering and Methodology}, publisher = {ACM}, year = {2014}, volume = {23}, number = {1}, pages = {10} } |
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Zhou, Y., Yang, Y., Lu, H., Chen, L., Li, Y., Zhao, Y., Qian, J. and Xu, B. | How far we have progressed in the journey? an examination of cross-project defect prediction [BibTeX] |
2018 | ACM Transactions on Software Engineering and Methodology Vol. 27(1), pp. 1 |
article | |
BibTeX:
@article{zhou2018far, author = {Zhou, Yuming and Yang, Yibiao and Lu, Hongmin and Chen, Lin and Li, Yanhui and Zhao, Yangyang and Qian, Junyan and Xu, Baowen}, title = {How far we have progressed in the journey? an examination of cross-project defect prediction}, journal = {ACM Transactions on Software Engineering and Methodology}, publisher = {ACM}, year = {2018}, volume = {27}, number = {1}, pages = {1} } |
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Zhu, X., Niu, B., Whitehead Jr, E.J. and Sun, Z. | An empirical study of software change classification with imbalance data-handling methods [BibTeX] |
2018 | Software: Practice and Experience Vol. 48(11), pp. 1968-1999 |
article | |
BibTeX:
@article{zhu2018empirical, author = {Zhu, Xiaoyan and Niu, Binbin and Whitehead Jr, E James and Sun, Zhongbin}, title = {An empirical study of software change classification with imbalance data-handling methods}, journal = {Software: Practice and Experience}, publisher = {Wiley Online Library}, year = {2018}, volume = {48}, number = {11}, pages = {1968--1999} } |
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Zimmermann, T. and Nagappan, N. | Predicting subsystem failures using dependency graph complexities [BibTeX] |
2007 | Proceedings of The 18th IEEE International Symposium on Software Reliability, pp. 227-236 | inproceedings | |
BibTeX:
@inproceedings{Zimmermann2007, author = {Zimmermann, Thomas and Nagappan, Nachiappan}, title = {Predicting subsystem failures using dependency graph complexities}, booktitle = {Proceedings of The 18th IEEE International Symposium on Software Reliability}, year = {2007}, pages = {227--236} } |
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Zimmermann, T. and Nagappan, N. | Predicting defects using network analysis on dependency graphs [BibTeX] |
2008 | Proceedings of the International Conference on Software Engineering, pp. 531-540 | inproceedings | |
BibTeX:
@inproceedings{zimmermann2008predicting, author = {Zimmermann, Thomas and Nagappan, Nachiappan}, title = {Predicting defects using network analysis on dependency graphs}, booktitle = {Proceedings of the International Conference on Software Engineering}, year = {2008}, pages = {531--540} } |
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Zimmermann, T., Nagappan, N., Gall, H., Giger, E. and Murphy, B. | Cross-project defect prediction: a large scale experiment on data vs. domain vs. process [BibTeX] |
2009 | Proceedings of the the 7th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering, pp. 91-100 | inproceedings | |
BibTeX:
@inproceedings{zimmermann2009cross, author = {Zimmermann, Thomas and Nagappan, Nachiappan and Gall, Harald and Giger, Emanuel and Murphy, Brendan}, title = {Cross-project defect prediction: a large scale experiment on data vs. domain vs. process}, booktitle = {Proceedings of the the 7th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering}, year = {2009}, pages = {91--100} } |
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Zimmermann, T., Nagappan, N. and Williams, L. | Searching for a needle in a haystack: Predicting security vulnerabilities for windows vista [BibTeX] |
2010 | Proceedings of the 2010 Third International Conference on Software Testing, Verification and Validation, pp. 421-428 | inproceedings | |
BibTeX:
@inproceedings{zimmermann2010searching, author = {Zimmermann, Thomas and Nagappan, Nachiappan and Williams, Laurie}, title = {Searching for a needle in a haystack: Predicting security vulnerabilities for windows vista}, booktitle = {Proceedings of the 2010 Third International Conference on Software Testing, Verification and Validation}, year = {2010}, pages = {421--428} } |
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Zimmermann, T., Premraj, R. and Zeller, A. | Predicting defects for eclipse [BibTeX] |
2007 | Proceedings of Third International Workshop on Predictor Models in Software Engineering, pp. 9-9 | inproceedings | |
BibTeX:
@inproceedings{zimmermann2007predicting, author = {Zimmermann, Thomas and Premraj, Rahul and Zeller, Andreas}, title = {Predicting defects for eclipse}, booktitle = {Proceedings of Third International Workshop on Predictor Models in Software Engineering}, year = {2007}, pages = {9--9} } |