学術論文誌(査読付)

[1] Khine Yin Mon, Masanari Kondo, Eunjong Choi, and Osamu Mizuno , "Commit-Based Class-Level Defect Prediction Models for Python Projects," IEICE Trans. on Information and Systems, volume E106-D, number 2, pages 157-165, February 2023.

[2] Masanari Kondo, Daniel M. German, Osamu Mizuno, and Eun-Hye Choi, "The Impact of Context Metrics on Just-In-Time Defect Prediction," Empirical Software Engineering, volume 25, number 1, 890–939, 2020.

[3] Masanari Kondo, Cor-Paul Bezemer, Yasutaka Kamei, Ahmed E. Hassan, and Osamu Mizuno, "The Impact of Feature Reduction Techniques on Defect Prediction Models," Empirical Software Engineering, volume 24, number 4, 1925–1963, 2019.

[4] Osamu Mizuno, Naoki Kawashima, and Kimiaki Kawamoto, "Fault-Prone Module Prediction Approaches Using Identifiers in Source Code," ACIS International Journal of Software Innovation, volume 3, number 1, pages 36-49, January 2015.

[5] 畑 秀明, 水野 修, 菊野 亨, "開発履歴メトリクスを用いた細粒度な Fault-prone モジュール予測," 情報処理学会論文誌, volume 53, number 6, pages 1635-1643, 2012年6月.

[6] 畑 秀明, 水野 修, 菊野 亨, "不具合予測に関するメトリクスについての研究論文の系統的レビュー," コンピュータソフトウェア, volume 29, number 1, pages 106-117, 2012年2月.

[7] 水野 修, 畑 秀明, "スパムフィルタを用いたFault-proneモジュール検出法の予測精度に関する従来法との比較評価," 電子情報通信学会論文誌D, volume J94-D, number 1, pages 409-412, 2011年1月.

[8] Osamu Mizuno and Hideaki Hata, "Prediction of Fault-Prone Modules Using a Text Filtering Based Metric," International Journal of Software Engineering and Its Application, volume 4, number 1, pages 43-52, January 2010.

[9] Osamu Mizuno and Tohru Kikuno, "Prediction of Fault-Prone Software Modules Using a Generic Text Discriminator," IEICE Trans. on Information and Systems, volume E91-D, number 4, pages 888-896, April 2008.

[10] Osamu Mizuno, Daisuke Shimoda, Tohru Kikuno, and Yasunari Takagi, "Enhancing Software Project Simulator Toward Risk Prediction with Cost Estimation Capability," IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, volume E84-A, number 11, pages 2812-2821, November 2001.

国際会議(査読付)

[1] Kinari Nishiura, Takeki Kasagi, and Akito Monden, "A Cost-Effectiveness Metric for Association Rule Mining in Software Defect Prediction," In Proc. 2023 Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE), pages 2615-2620, July 2023.

[2] Keita Mori and Osamu Mizuno, "An Implementation of Just-In-Time Fault-Prone Prediction Technique Using Text Classifier," In Proc. of the 39th IEEE Computers, Software, and Applications Conference (COMPSAC 2015), pages 609-612, July 2015.

[3] Osamu Mizuno and Yukinao Hirata, "A Cross-Project Evaluation of Text-Based Fault-Prone Module Prediction," In Proc. of 6th International Workshop on Empirical Software Engineering in Practice (IWESEP2014), pages 43-48, November 2014.

[4] Osamu Mizuno, "On Effects of Tokens in Source Code to Accuracy of Fault-Prone Module Prediction," In Proc. of the 17th International Computer Science and Engineering Conference (ICSEC2013), 103 - 108, September 2013.

[5] Hideaki Hata, Osamu Mizuno, and Tohru Kikuno, "Bug Prediction Based on Fine-Grained Module Histories," In Proc. of 34th International Conference on Software Engineering (ICSE2012), pages 200-210, June 2012.

[6] Michi Nakai and Osamu Mizuno, "Fault-Prone Module Prediction by Filtering Warning Messages of Static Code Analyzer," In Proc. of the Joint Conference of the 21th International Workshop on Software Measurement and the 6th International Conference on Software Process and Product Measurement (IWSM/MENSURA2011), Fast abstracts, pages 18-21, November 2011.

[7] Hideaki Hata, Osamu Mizuno, and Tohru Kikuno, "Reconstructing Fine-Grained Versioning Repositories with Git for Method-Level Bug Prediction," In Proc. of International Workshop on Empirical Software Engineering in Practice 2010 (IWESEP2010), pages 27-32, December 2010.

[8] Osamu Mizuno and Yukinao Hirata, "Fault-Prone Module Prediction Using Contents of Comment Lines," In Proc. of International Workshop on Empirical Software Engineering in Practice 2010 (IWESEP2010), pages 39-44, December 2010.

[9] Takayasu Yagi, Osamu Mizuno, and Tohru Kikuno, "Analysing Effect of Pre-Training in Fault-Prone Prediction Using Spam Filter," In Proc. of 18th International Symposium on Software Reliability Engineering (ISSRE2007), Supplemental proceedings, CD-ROM, November 2007.

[10] Osamu Mizuno, Takuya Adachi, Tohru Kikuno, and Yasunari Takagi, "On Prediction of Cost and Duration for Risky Software Projects Based on Risk Questionnaire," In Proc. of 2nd Asia-Pacific Conference on Quality Software (APAQS2001), pages 120-128, December 2001.

国際会議 (Journal First)

[1] Masanari Kondo, Cor-Paul Bezemer, Yasutaka Kamei, Ahmed E. Hassan, and Osamu Mizuno, "The Impact of Feature Reduction Techniques on Defect Prediction Models," In Proc. of International Conference on Software Engineering (ICSE2020), Journal first track, September 2020.

[2] Masanari Kondo, Daniel German, Osamu Mizuno, and Eun-Hye Choi, "The Impact of Context Metrics on Just-In-Time Defect Prediction," In Journal First/Conference Second track, International Conference on Software Maintenance and Evolution (ICSME 2019), September 2019.

国内会議(査読付)

[1] 畑 秀明, 水野 修, 菊野 亨, "開発履歴メトリクスに基づくfault-proneモジュール予測の細粒度モジュールへの適用," ソフトウェアエンジニアリングシンポジウム2011(SES2011), number 4, 2011年9月.

研究会・全国大会等

[1] Hideki Okajima and Osamu Mizuno, "Applying Vector Calculation for Identifiers in Source Code Towards Bug Prediction," In Poster presentation of 6th International Workshop on Empirical Software Engineering in Practice (IWESEP2014), November 2014.

[2] 近堂 高広, 安部 誠也, 水野 修, 菊野 亨, "ベイズ識別器による混乱予測に基づくソフトウェアプロジェクト管理支援ツールの試作," 情報処理学会第155回ソフトウェア工学研究会, volume 2007, number 33, 2007-SE-155, pages 57-64, 2007年3月.

[3] 井神 至朗, 中市 秀哉, 水野 修, 菊野 亨, "汎用テキストフィルタを利用した不具合を含むソースコードの予測," 電子情報通信学会技術研究報告, volume 106, number 522, SS2006-75, pages 25-30, 2007年2月.

[4] 工藤 公太, 水野 修, 菊野 亨, "複数の手法を用いたソフトウェア開発プロジェクトの混乱予測 -- 手法間での精度比較実験 --," 電子情報通信学会技術報告, volume 104, number 467, SS2004-36, pages 13-18, 2004年11月.

学位論文

[1] Khine Yin Mon, "Commit-Based Class-Level Defect Prediction for Python Projects," Master thesis, Graduate School of Science and Technology, Kyoto Institute of Technology, 2022.

[2] 里形 洋道, "リリースを考慮したソフトウェアの不具合予測精度に SMOTE が与える影響の分析," 修士学位論文, 京都工芸繊維大学, 2022年.

[3] Masanari Kondo, "An Empirical Study of Feature Engineering on Software Defect Prediction," Ph.D. thesis, Kyoto Institute of Technology, 2020.

[4] Masanari Kondo, "The Impact of Feature Reduction Techniques on Defect Prediction Models," Master thesis, Graduate School of Science and Technology, Kyoto Institute of Technology, 2019.

[5] 近藤 将成, "RBMを用いたソフトウェアメトリクスの特徴抽出手法の提案," 卒業研究報告書, 京都工芸繊維大学, 2017年2月.

[6] Yukinao Hirata, "Application of Trend of Tokens in Source Code Modules to Fault-Prone Module Prediction," Master thesis, Graduate School of Science and Technology, Kyoto Institute of Technology, 2012.

受賞

[1] 近藤 将成, 森 啓太, 水野 修, 崔 銀惠, "特選論文: 深層学習によるソースコードコミットからの不具合混入予測," 情報処理学会論文誌, volume 59, number 4, pages 1250-1261, 2018年4月.

[2] Keita Mori and Osamu Mizuno, "Second Place Compsac 2015 Student Research Symposium (2015): an Implementation of Just-In-Time Fault-Prone Prediction Technique Using Text Classifier," In COMPSAC 2015, 2015.