学術論文誌(査読付)

[1] Eunjong Choi, Norihiro Yoshida, and Katsuro Inoue, "An Investigation into the Characteristics of Merged Code Clones During Software Evolution," IEICE Transactions on Information and Systems, volume E97-D, number 5, pages 1244-1253, May 2014.

[2] Osamu Mizuno and Hideaki Hata, "A Metric to Detect Fault-Prone Software Modules Using Text Classifier," International Journal of Reliability and Safety, volume 7, number 1, pages 17-31, February 2013.

[3] 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.

[4] 阿萬 裕久, 野中 誠, 水野 修, "ソフトウェアメトリクスとデータ分析の基礎," コンピュータソフトウェア, volume 28, number 3, pages 12-28, 2011年8月.

[5] 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.

[6] 浜野 康裕, 天嵜 聡介, 水野 修, 菊野 亨, "相関ルールマイニングによるソフトウェア開発プロジェクト中のリスク要因の分析," コンピュータソフトウェア, volume 24, number 2, pages 79-87, 2007年2月.

[7] 中野 裕也, 水野 修, 菊野 亨, 阿南 佳之, 田中 又治, "コードレビューの密度と効率がコード品質に与える影響の分析," SEC journal, volume 2, number 4, pages 10-17, 2006年11月.

[8] 菊地 奈穂美, 安藤 津芳, 水野 修, 菊野 亨, "通信ソフトウェア開発におけるプロセス改善のためのフィールド品質に注目した主要な改善活動要因の抽出," SEC journal, volume 2, number 1, pages 26-35, 2006年1月.

[9] Yasunari Takagi, Osamu Mizuno, and Tohru Kikuno, "An Empirical Approach to Characterizing Risky Software Projects Based on Logistic Regression Analysis," Empirical Software Engineering, volume 10, number 4, pages 495-515, December 2005.

[10] 水野 修, 安部 誠也, 菊野 亨, "プロジェクト混乱予測システムのベイズ識別器を利用した開発," SEC journal, volume 1, number 4, pages 24-35, 2005年11月.

[11] 菊野 亨, 水野 修, 天嵜 聡介, "定量的プロジェクトマネジメント〜メトリクスデータ利用の新技術," 日本信頼性学会誌, volume 27, number 7, pages 471-482, 2005年10月.

[12] Takeshi Sumi, Osamu Mizuno, Tohru Kikuno, and Masayuki Hirayama, "An Effective Testing Method for Hardware Related Fault in Embedded Software," IEICE Trans. on Information and Systems, volume E88-D, number 6, pages 1142-1149, June 2005.

[13] Sousuke Amasaki, Takashi Yoshitomi, Osamu Mizuno, Yasunari Takagi, and Tohru Kikuno, "A New Challenge for Applying Time Series Metrics Data to Software Quality Estimation," Software Quality Journal, volume 13, number 2, pages 177-193, June 2005.

[14] Masayuki Hirayama, Osamu Mizuno, and Tohru Kikuno, "Analysis of Software Test Item Generation --- Comparison between High Skilled and Low Skilled Engineers ---," Journal of Computer Science and Technology, volume 20, number 2, pages 250-257, March 2005.

[15] Masayuki Hirayama, Osamu Mizuno, and Tohru Kikuno, "Test Item Prioritizing Metrics for Selective Software Testing," IEICE Trans. on Information and Systems, volume E87-D, number 12, pages 2733-2743, December 2004.

[16] 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.

[17] Shinji Kusumoto, Osamu Mizuno, Tohru Kikuno, Yuji Hirayama, Yasunari Takagi, and Keishi Sakamoto, "Software Project Simulator for Effective Process Improvement," Trans. of Information Processing Society of Japan, volume 42, number 3, pages 396-408, March 2001.

[18] Osamu Mizuno, Shinji Kusumoto, Tohru Kikuno, Yasunari Takagi, and Keishi Sakamoto, "Experimental Evaluation of Two-Phase Project Control for Software Development Process," IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, volume E81-A, number 4, pages 605-614, April 1998.

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] Masanari Kondo, Shinobu Saito, Yukako Iimura, Eunjong Choi, Osamu Mizuno, Yasutaka Kamei, and Naoyasu Ubayashi, "Towards Better Online Communication for Future Software Development in Industry," In Proc. of 2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC), pages 1619-1624, June 2023.

[3] Hirotaka Honda, Shogo Tokui, Kazuki Yokoi, Eunjong Choi, and Norihiro Yoshida, "Ccevovis: a Clone Evolution Visualization System for Software Maintenance," In the IEEE/ACM 27th International Conference on Program Comprehension (ICPC 2019), May 2019.

[4] Seiya Numata, Norihiro Yoshida, and Eunjong Choi, "On the Effectiveness of Vector-Based Approach for Supporting Simultaneous Editing of Software Clones," In the 17th International Conference on Product-Focused Software Process Improvement (PROFES 2016), November 2016.

[5] Katsuro Inoue, Yoshiki Higo, Norihiro Yoshida, Eunjong Choi, Shinji Kusumoto, Kyonghwan Kim, and Wonjin Park, "Experience of Finding Inconsistently-Changed Bugs in Code Clones of Mobile Software," In the 6th International Workshop on Software Clones (IWSC 2012), pages 94-95, June 2012.

[6] Mahito Idehara and Osamu Mizuno, "An Empirical Analysis between Age of Code Modules and Software Defects," 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 11-14, November 2011.

[7] Yusuke Sasaki, Osamu Mizuno, and Tohru Kikuno, "Development of Software Project Simulator Towards Risk Management," In Proc. of 18th International Symposium on Software Reliability Engineering (ISSRE2007), Supplemental proceedings, CD-ROM, November 2007.

[8] Osamu Mizuno and Tohru Kikuno, "Training on Errors Experiment to Detect Fault-Prone Software Modules by Spam Filter," In The 6th joint meeting of the European Software Engineering Conference and the ACM SIGSOFT Symposium on the Foundations of Software Engineering (ESEC/FSE2007), pages 405-414, September 2007.

[9] Masahiro Kimoto, Osamu Mizuno, and Tohru Kikuno, "Extraction of Fault-Prone Modules Based on Fault Tracking Data from Open Source Software Repository," In 37th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN2007), Supplemental Proceedings, pages 366-367, June 2007.

[10] Osamu Mizuno, Shiro Ikami, Shuya Nakaichi, and Tohru Kikuno, "Spam Filter Based Approach for Finding Fault-Prone Software Modules," In Proc. of Fourth International Workshop on Mining Software Repositories (MSR07), page 4, May 2007.

[11] Sousuke Amasaki, Yasuhiro Hamano, Osamu Mizuno, and Tohru Kikuno, "Characterization of Runaway Software Projects Using Association Rule Mining," In Proc. of 7th International Conference on Product Focused Software Process Improvement (PROFES2006), volume LNCS 4034, pages 402-407, June 2006.

[12] Sousuke Amasaki, Yasunari Takagi, Osamu Mizuno, and Tohru Kikuno, "Empirical Diagnosis of Software Projects by a Bayesian Classifier," In Poster Presentation in Doctoral Symposium, 27th International Conference on Software Engineering (ICSE2005), May 2005.

[13] Seiya Abe, Osamu Mizuno, and Tohru Kikuno, "Predicting Runaway Projects for Reliable Software Developments Using Bayesian Classifier," In Proc. of 15th International Symposium on Software Reliability Engineering (ISSRE2004), Supplemental proceedings, pages 23-24, November 2004.

[14] Osamu Mizuno, Takanari Hamasaki, Yasunari Takagi, and Tohru Kikuno, "An Empirical Evaluation of Predicting Runaway Software Projects Using Bayesian Classification," In Proc. of 5th International Conference on Product Focused Software Process Improvement (PROFES2004), volume LNCS 3009, pages 263-273, April 2004.

[15] Masayuki Hirayama, Tetsuya Yamamoto, Osamu Mizuno, and Tohru Kikuno, "Analysis of Software Test Item Generation --- Comparison between High Skilled and Low Skilled Engineers ---," In Proc. of 12th Asian Test Symposium (ATS03), pages 210-215, November 2003.

[16] Xiaoning Li, Sousuke Amasaki, Daisuke Shimoda, Osamu Mizuno, and Tohru Kikuno, "Developing a Practical Software Project Simulator Based on System Dynamics Model," In Proc. of 14th International Symposium on Software Reliability Engineering (ISSRE2003), Supplemental proceedings, pages 335-336, November 2003.

[17] Osamu Mizuno, Eijiro Shigematsu, Yasunari Takagi, and Tohru Kikuno, "On Estimating Testing Effort Needed to Assure Field Quality in Software Development," In Proc. of 13th International Symposium on Software Reliability Engineering (ISSRE2002), pages 139-146, November 2002.

[18] Sousuke Amasaki, Takashi Yoshitomi, Osamu Mizuno, Tohru Kikuno, and Yasunari Takagi, "Statistical Analysis of Time Series Data on the Number of Faults Detected by Software Testing," In Proc. of 11th Asian Test Symposium (ATS02), pages 272-277, November 2002.

[19] Masayuki Hirayama, Tetsuya Yamamoto, Jiro Okayasu, Osamu Mizuno, and Tohru Kikuno, "Elimination of Crucial Faults for Embedded Software Using Functional Priority Testing," In Proc. of 6th International Conference on Probabilistic Safety Assessment and Management (PSAM6), pages 715-721, June 2002.

[20] Masayuki Hirayama, Tetsuya Yamamoto, Jiro Okayasu, Osamu Mizuno, and Tohru Kikuno, "A Selective Software Testing Method Based on Priorities Assigned to Functional Modules," In Proc. of 2nd Asia-Pacific Conference on Quality Software (APAQS2001), pages 259-267, December 2001.

[21] 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.

[22] Masayuki Hirayama, Jiro Okayasu, Tetsuya Yamamoto, Osamu Mizuno, and Tohru Kikuno, "Generating Test Items for Checking Illegal Behaviors in Software Testing," In Proc. of 9th Asian Test Symposium (ATS2000), pages 235-240, December 2000.

[23] Masayuki Hirayama, Tetsuya Yamamoto, Takuya Kishimoto, Osamu Mizuno, and Tohru Kikuno, "Systematic Generation of Software Test Items Based on System Behavior from User's Viewpoint," In Proc. of International Conference on Probabilistic Safety Assessment and Management (PSAM5), pages 2377-2382, November 2000.

[24] Nahomi Kikuchi, Osamu Mizuno, and Tohru Kikuno, "Identifying Key Attributes of Projects That Affect the Field Quality of Communication Software," In Proc. of 24th Annual International Computer Software and Applications Conference (COMPSAC2000), pages 176-178, October 2000.

[25] Osamu Mizuno, Shinji Kusumoto, and Tohru Kikuno, "Customization of Software Project Simulator for Improving Estimation Accuracy," In Proc. of Industrial Tracks, Practice & Experience:ISSRE98(9th International Symposium on Software Reliability Engineering), pages 47-48, November 1998.

[26] Katsumi Inagaki, Yasunari Takagi, Keishi Sakamoto, and Osamu Mizuno, "Analyzing the Cost Estimation Accuracy in Software Project Respect to Productivity and Quality," In Proc. of International Symposium on Future Software Technology 97 (ISFST97), pages 372-377, October 1997.

[27] Shinji Kusumoto, Osamu Mizuno, Tohru Kikuno, Yuji Hirayama, Yasunari Takagi, and Keishi Sakamoto, "A New Software Project Simulator Based on Generalized Stochastic Petri-Net," In Proc. of the 19th International Conference on Software Engineering (ICSE97), pages 293-303, May 1997.

[28] Osamu Mizuno, Yuji Hirayama, Shinji Kusumoto, and Tohru Kikuno, "Application of Generalized Stochastic Petri-Net to Quantitative Evaluation of Software Process," In Proc. of 1996 IEEE International Conference on Systems, Man and Cybernetics (SMC96), pages 3192-3197, October 1996.

[29] Yuji Hirayama, Osamu Mizuno, Shinji Kusumoto, and Tohru Kikuno, "Hierarchical Project Management Model for Quantitative Evaluation of Software Process," In Proc. of International Symposium on Software Engineering for the Next Generation, pages 40-49, February 1996.

国内会議(査読付)

[1] 畑 秀明, 水野 修, 菊野 亨, "リポジトリ再構築によるメソッドトレーサビリティの実現," ソフトウェアエンジニアリングシンポジウム2010 (SES2010), pages 57-62, 2010年8月.

研究会・全国大会等

[1] 川本 公章, 水野 修, "ソフトウェアモジュールにおける識別子の語長と不具合出現に関する分析," 情報処理学会研究報告 ソフトウェア工学(SE), volume 2011-SE-173, number 4, pages 1-8, 2011年7月.

[2] 出張 純也, 尾形 憲一, 菊野 亨, 水野 修, 菊地 奈穂美, 平山 雅之, "ソフトウェア開発データに対する相関ルールマイニングを利用した不具合増加要因の調査," 情報処理学会研究報告 ソフトウェア工学(SE), volume 2010-SE-167, number 3, pages 1-8, 2010年3月.

[3] 出張 純也, 尾形 憲一, 菊野 亨, 水野 修, 菊地 奈穂美, 平山 雅之, "相関ルールマイニングを利用したソフトウェアプロジェクト混乱要因の関連性に関する調査," 情報処理学会創立50周年記念全国大会(第72回全国大会), 5B-1, 2010年3月.

[4] 出張 純也, 菊野 亨, 水野 修, 菊地 奈穂美, 平山 雅之, "相関ルールに対するクラスタ分析によるソフトウェアプロジェクトのリスク抽出," ウィンターワークショップ2010・イン・倉敷 論文集, pages 115-116, 2010年1月.

[5] 出張 純也, 水野 修, 菊野 亨, 菊地 奈穂美, 平山 雅之, "ソフトウェアプロジェクト診断のためのチェックリスト導出," 情報処理学会研究報告 ソフトウェア工学(SE), volume 2009, number 31, 2009-SE-163, pages 209-216, 2009年3月.

[6] 飯田 哲也, 水野 修, 菊野 亨, 吉岡 幸恵, 阿南 佳之, 田中 又治, "ソフトウェアメトリクスのデータマイニングによる障害発生要因特定," 電子情報通信学会技術報告, volume 108, number 384, KBSE2008-50, pages 79-84, 2009年1月.

[7] 肥後 芳樹, 石尾 隆, 渡辺 結, 出張 純也, 畑 秀明, 三宅 達也, 水野 修, 丸山 勝久, "第30回ソフトウェア工学国際会議(ICSE2008)参加報告," 情報処理学会研究報告, volume 2008, number 93, 2008-SE-161, pages 33-39, 2008年9月.

[8] 佐々木 優介, 安部 誠也, 水野 修, 菊野 亨, 吉岡 幸恵, 阿南 佳之, 田中 又治, "オーバーサンプリングを用いた効率的品質管理のための変数選択手法の提案," 電子情報通信学会技術研究報告, volume 107, number 4, SS2007-8, pages 41-46, 2007年4月.

[9] 浜野 康裕, 水野 修, 菊野 亨, 菊地 奈穂美, 平山 雅之, "相関ルールマイニングの適用によるソフトウェア生産性の決定要因の分析," 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 65-72, 2007年3月.

[10] 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.

[11] 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.

[12] 重松 英二郎, 水野 修, 菊野 亨, 高木 徳生, "フィールド不具合数を許容値以下に抑えるためのソフトウェアテスト工数の推定モデルの提案," 電子情報通信学会技術研究報告, volume 101, number 629, SS2001-35, pages 9-15, 2002年1月.

[13] 平山 雅之, 山本 徹也, 岡安 二郎, 水野 修, 菊野 亨, "機能モジュールに対する優先度に基づいた選択的ソフトウェアテスト手法の提案," 電子情報通信学会技術研究報告, volume 101, number 97-98, SS2001-6, pages 1--8, 2001年5月.

[14] 金村 一弘, 水野 修, 菊野 亨, 高木 徳生, 坂本 啓司, "レビュー作業の質に着目したソフトウェア最終品質の推定," 電子情報通信学会技術研究報告, volume 99, number 682-683, SS99-69, pages 1-7, 2000年3月.

[15] 平山 雅之, 岸本 卓也, 水野 修, 菊野 亨, "UseCaseを利用したソフトウェアフォールトに対するSS-FTAの提案," 電子情報通信学会技術研究報告, volume 99, number 547-548, SS99-53, pages 25-32, 2000年1月.

[16] 水野 修, 二木 俊樹, 新原 直樹, 高木 徳生, 菊野 亨, "ある企業におけるソフトウェアプロセス改善の効果に対する統計的分析," 電子情報通信学会技術研究報告, volume 98, number 294-295, SS98-26, pages 1-8, 1998年9月.

[17] 平山 祐司, 水野 修, 楠本 真二, 菊野 亨, "ソフトウェアプロジェクトの定量的管理のための階層的モデルの提案," 電子情報通信学会技術研究報告, volume 95, number 411, FTS95-74, pages 89-96, 1995年12月.

学位論文

[1] 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.

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

[3] 松井 章, "コミットメッセージの感情推定とソースコードにおける不具合出現の関係分析," 修士学位論文, 京都工芸繊維大学 大学院工芸科学研究科, 2016年.

[4] Junwei Liang, "A Comparison and Analysis of Modern Code Review in Open Source Software Projects," Master thesis, Graduate School of Science and Technology, Kyoto Institute of Technology, 2013.

[5] Osamu Mizuno, "Software Project Simulator for Effective Software Process Improvement," Ph.D. thesis, Graduate School of Engineering Science, Osaka University, 2001.

受賞

[1] 中野 裕也, 水野 修, 菊野 亨, 阿南 佳之, 田中 又治, "コードレビューの密度と効率がコード品質に与える影響の分析," SEC journal 優秀論文賞, 2006年.

[2] 菊地 奈穂美, 安藤 津芳, 水野 修, 菊野 亨, "通信ソフトウェア開発におけるプロセス改善のためのフィールド品質に注目した主要な改善活動要因の抽出," SEC journal 優秀論文賞, 2006年.

[3] Shinji Kusumoto, Osamu Mizuno, Tohru Kikuno, Yuji Hirayama, Yasunari Takagi, and Keishi Sakamoto, "Software Project Simulator for Effective Process Improvement," 情報処理学会40周年記念論文賞, 2000.