論文誌
[1] Chakkrit Tantithamthavorn, Shane McIntosh, Ahmed E. Hassan, and Kenichi Matsumoto, "The Impact of Automated Parameter Optimization on Defect Prediction Models," IEEE Transactions on Software Engineering (TSE), volume 45, number 7, pages 683-711 July 2018.
[2] Chakkrit Tantithamthavorn, Shane McIntosh, Ahmed E. Hassan, and Kenichi Matsumoto, "An Empirical Comparison of Model Validation Techniques for Defect Prediction Models," IEEE Transactions on Software Engineering (TSE), volume 43, number 1, pages 1-18 January 2017.
[3] Akito Monden, Tomoko Matsumura, Mike Barker, Koji Torii, and Victor R. Basili, "Customizing GQM Models for Software Project Monitoring," IEICE Transactions on Information and Systems, volume E95-D, number 9, pages 2169-2182 September 2012.
国際会議
[1] Chakkrit Tantithamthavorn, Shane McIntosh, Ahmed E. Hassan, and Kenichi Matsumoto, "Automated Parameter Optimization of Classification Techniques for Defect Prediction Models," In The International Conference on Software Engineering (ICSE), pages 321-332 2016.
[2] Chakkrit Tantithamthavorn, Shane McIntosh, Ahmed E. Hassan, Akinori Ihara, and Ken-ichi Matsumoto, The Impact of Mislabelling on the Performance and Interpretation of Defect Prediction Models, In Proceedings of The 37th International Conference on Software Engineering (ICSE’15), 2015.
[3] Chakkrit Tantithamthavorn, Shane McIntosh, Ahmed E. Hassan, Akinori Ihara, and Kenichi Matsumoto, "The Impact of Mislabelling on the Performance and Interpretation of Defect Prediction Models," In Proceeding of the International Conference on Software Engineering (ICSE), 812–823 2015.
[4] Masateru Tsunoda, Akito Monden, Jacky Keung, and Ken-ichi Matsumoto, "Incorporating Expert Judgment into Regression Models of Software Effort Estimation," In Proc. of 19th Asia-Pacific Software Engineering Conference (APSEC 2012), pages 374-379 December 2012.
[5] Satoshi Uchigaki, Shinji Uchida, Koji Toda, and Akito Monden, "An Ensemble Approach of Simple Regression Models to Cross-Project Fault Prediction," In Proc. 13th of International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2012), pages 476-481 August 2012.
[6] Yasutaka Kamei, Shinsuke Matsumoto, Akito Monden, Ken-ichi Matsumoto, Bram Adams, and Ahmed E. Hassan, "Revisiting Common Bug Prediction Findings Using Effort Aware Models," In Proceedings of the 26th IEEE International Conference on Software Maintenance (ICSM2010), pages 1-10 September 2010.
[7] Koji Toda, Akito Monden, and Ken-ichi Matsumoto, "Fit Data Selection Based on Project Features for Software Effort Estimation Models," In Proc. International Conference on Advances in Computer Science and Engineering (ACSE 2010), pages 82-88 March 2010.
[8] Koji Toda, Akito Monden, and Ken-ichi Matsumoto, "Fit Data Selection for Software Effort Estimation Models," In the 2nd International Symposium on Empirical Software Engineering and Measurement (ESEM'08), pages 360-361 October 2008.
[9] Shinsuke Matsumoto, Yasutaka Kamei, Akito Monden, and Ken-ichi Matsumoto, "Comparison of Outlier Detection Methods in Fault-Proneness Models," Proceedings of the 1st International Symposium on Empirical Software Engineering and Measurement (ESEM2007), pages 461-463 September 2007.
[10] Shin-ichi Sato, Akito Monden, and Ken-ichi Matsumoto, "Evaluating the Applicability of Reliability Prediction Models between Different Software," In In Proc. International Workshop on Principles of Software Evolution (IWPSE2002), pages 97--102 May 2002.
[11] Shinichi Sato, Akito Monden, and Ken-ichi Matsumoto, "Applying Reliability Prediction Models among Different Software Systems and Identifying Commonly Effective Metrics to Predict Fault-Prone Modules," In Proc. of International Symposium on Software Reliability Engineering (ISSRE2001), volume 2, pages 83--93 December 2001.
[12] Shinji Uchida, Akito Monden, Hajimu Iida, Ken-ichi Matsumoto, Katsuro Inoue, and Hideo Kudo, "Debugging Process Models Based on Changes in Impressions of Software Modules," In International Symposium on Future Software Technology 2000 (ISFST2000), pages 57--62 August 2000.
国内会議(査読付き)
[1] 畑秀明, 松本健一, "トピックを識別したバグ予測モデルの構築," ソフトウェアエンジニアリングシンポジウム2013(SES2013), 12:1-12-8 2013年9月.
招待講演
[1] 伊原彰紀, "The Impact of Mislabelling on the Performance and Interpretation of Defect Prediction Models," 日本ソフトウェア科学会第32回大会 特別講演, 2015年9月.