Updated on 2024/07/30

写真a

 
TODA Koji
 
Organization
Faculty of Information Engineering Department of Computer Science and Engineering Associate Professor
Graduate School of Engineering Master's program Computer Science and Engineering Associate Professor
Title
Associate Professor
Contact information
メールアドレス
External link

Degree

  • 博士(工学)

Research Areas

  • Informatics / Software

  • Informatics / Software

Education

  • Osaka University

  • Nara Institute of Science and Technology

Professional Memberships

  • 電子情報通信学会

  • IEEE

  • 情報処理学会

Committee Memberships

  • 情報処理学会   ソフトウェア工学研究運営委員  

    2024.4   

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  • 日本ソフトウェア科学会   ソフトウェアの基礎ワークショップ(FOSE2024)共同実行委員長  

    2023.12   

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  • 情報処理学会   論文誌ジャーナル編集委員  

    2022.6   

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Papers

  • A Novel Approach to Address External Validity Issues in Fault Prediction Using Bandit Algorithms Reviewed

    Teruki HAYAKAWA, Masateru TSUNODA, Koji TODA, Keitaro NAKASAI, Amjed TAHIR, Kwabena Ebo BENNIN, Akito MONDEN, Kenichi MATSUMOTO

    IEICE Transactions on Information and Systems   E104.D ( 2 )   327 - 331   2021

  • カバレッジに基づくファジングツールの比較評価 Reviewed

    都築 夏樹, 吉田 則裕, 戸田 航史, 山本 椋太, 高田 広章

    コンピュータ ソフトウェア   37 ( 2 )   97 - 103   2020.5

  • Capturing Spotaneous Software Evolution in a Social Coding Platform with Project-as-a-City Concept. International Journal of Software Innovation Reviewed

    Koji Toda, Haruaki Tamada, Masahide Nakamura, Kenichi Matsumoto

    International Journal of Software Innovation   8 ( 3 )   35 - 50   2020

  • Evaluation of Software Fault Prediction Models Considering Faultless Cases Reviewed

    Yukasa Murakami, Masateru Tsunoda, Koji Toda

    IEICE Transactions on Information and Systems   E103.D ( 6 )   1319 - 1327   2020

  • 工数予測における6種類の欠損値補完手法の実証的評価 Reviewed

    戸田 航史, 角田雅照

    コンピュータ ソフトウェア   36 ( 4 )   95 - 106   2019.12

  • 重回帰分析を用いた工数予測における欠損値補完手法の性能比較 Reviewed

    戸田 航史,角田雅照

    コンピュータ ソフトウェア   34 ( 4 )   150 - 155   2017.10

  • コードレビュー分析におけるデータクレンジングの影響調査 Reviewed

    戸田航史, 亀井靖高, 吉田則裕

    情報処理学会論文誌,   58 ( 4 )   845 - 854   2017.4

  • OSS開発における管理者と修正者の社会的関係を考慮した不具合修正時間予測 Reviewed

    吉行勇人, 大平雅雄, 戸田航史

    コンピュータソフトウェア   32 ( 2 )   128 - 134   2015.4

  • Chromiumプロジェクトにおけるレビュー・パッチ開発経験がレビューに要する時間に与える影響の分析 Reviewed

    戸田航史, 亀井靖高, 濱崎一樹, 吉田則裕

    コンピュータソフトウェア   32 ( 1 )   227 - 233   2015.3

  • 11種類のfault密度予測モデルの実証的評価, 電子情報通信学会 Reviewed

    小林 寛武, 戸田 航史, 亀井 靖高, 門田 暁人, 峯 恒憲, 鵜林 尚靖

    電子情報通信学会   J96-D ( 8 )   1892 - 1902   2013.8

  • Revisiting Software Development Effort Estimation Based on Early Phase Development Activities

    Masateru Tsunoda, Koji Toda, Kyohei Fushida, Yasutaka Kamei, Meiyappan Nagappan, and Naoyasu Ubayashi

    In Proc. of Working Conference on Mining Software Repositories (MSR 2013)   429 - 438   2013.5

  • 重回帰分析とプロジェクト類似性を用いたハイブリッド工数見積もり方法の提案, コンピュータ ソフトウェア Reviewed

    戸田 航史, 角田雅照, 門田 暁人, 松本 健一

    コンピュータ ソフトウェア   30 ( 2 )   227 - 233   2013.4

  • An Ensemble Approach of Simple Regression Models to Cross-Project Fault Prediction

    Satoshi Uchigaki, Shinji Uchida, Koji Toda, Akito Monden, Toshihiko Nakano, and Yutaka Fukuchi

    In Proc. of International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2012)   2012.8

  • Automated classification of user's statement in requirement specification phase

    Koji Toda and Ken-ichi Matsumoto

    In Proc. of Joint Conference of International Workshop on Software Measurement and International Conference on Software Process and Product Measurement (IWSM/Mensura)   2011.11

  • Fit Data Selection Based on Project Features for Software Effort Estimation Models

    Koji Toda, Akito Monden, Ken-ichi Matsumoto

    In Advances in Computer Science and Engineering (ACSE2010)   82 - 88   2010.3

  • ソフトウェア開発工数予測のためのフィットデータ選定方法, 情報処理学会論文誌 Reviewed

    戸田 航史, 門田 暁人, 松本 健一

    情報処理学会論文誌   50 ( 11 )   2699 - 2709   2009.11

  • 工数予測における類似性に基づく欠損値補完法の実験的評価 Reviewed

    田村 晃一, 柿元 健, 戸田 航史, 角田 雅照, 門田 暁人, 松本 健一, 大杉 直樹

    コンピュータ ソフトウェア   26 ( 3 )   44 - 55   2009.8

  • Empirical Evaluation of Missing Data Techniques for Effort Estimation

    Koichi Tamura, Takeshi Kakimoto, Koji Toda, Masateru Tsunoda, Akito Monden, and Ken-ichi Matsumoto

    In Proc. of International Workshop on Software Productivity Analysis And Cost Estimation (SPACE2008)   4 - 9   2008.12

  • Fit Data Selection for Software Effort Estimation Models

    Koji Toda, Akito Monden, and Ken-ichi Matsumoto

    In Proc. of the 2nd international symposium on Empirical software engineering and measurement (ESEM'08)   360 - 361   2008.10

  • プロジェクト類似性に基づく工数見積もりに適した変数選択法 Reviewed

    瀧 進也, 戸田 航史, 門田 暁人, 柿元 健, 角田 雅照, 大杉 直樹, 松本 健一

    情報処理学会論文誌   49 ( 7 )   2338 - 2348   2008.7

  • 上流工程での活動実績を用いたソフトウェア開発工数見積もり方法の定量的評価 Reviewed

    角田 雅照, 戸田 航史, 伏田 享平, 亀井 靖高, 鵜林 尚靖

    コンピュータ ソフトウェア   31 ( 2 )   129 - 143  

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Research Projects

  • ファジングが発見した不具合の自動修正技術

    Grant number:24K02923  2024.4 - 2028.3

    日本学術振興会  科学研究費助成事業  基盤研究(B)

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    Authorship:Coinvestigator(s)  Grant type:Competitive

    Grant amount:\18330000 ( Direct Cost: \14100000 、 Indirect Cost:\4230000 )

  • 自発的ソフトウェア進化の加速に向けた基礎技術の開発

    Grant number:17H00731  2017.4 - 2020.3

    日本学術振興会  科学研究費助成事業  基盤研究(A)

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    Authorship:Coinvestigator(s)  Grant type:Competitive

    Grant amount:\44850000 ( Direct Cost: \34500000 、 Indirect Cost:\10350000 )

Teaching Experience (On-campus)

  • 2023   Computer Architecture I

  • 2023   Probability and Statistics

  • 2023   Seminar on Fundamentals of Computer

  • 2023   Project-Based Training I

  • 2023   Project-Based Training II

  • 2023   Experiments of Computer Science and

  • 2023   Graduation Study

  • 2023   Seminar in Intelligent Information

  • 2022   Seminar on Fundamentals of Computer

  • 2022   Computer Architecture I

  • 2022   Project-Based Training I

  • 2022   Probability and Statistics

  • 2022   Experiments of Computer Science and

  • 2022   Special Lectures in Computer Science and

  • 2022   Graduation Study

  • 2022   Seminar in Intelligent Information

  • 2021   Seminar on Fundamentals of Computer

  • 2021   Probability and Statistics

  • 2021   Project-Based Training I

  • 2021   Computer Architecture II

  • 2021   Project-Based Training II

  • 2021   Experiments of Computer Science and

  • 2021   Special Lectures in Computer Science and

  • 2021   Graduation Study

  • 2021   Seminar in Intelligent Information

  • 2020   Seminar on Fundamentals of Computer

  • 2020   Project-Based Training I

  • 2020   Probability and Statistics

  • 2020   Computer Architecture II

  • 2020   Experiments of Computer Science and

  • 2020   Special Lectures in Computer Science and

  • 2020   Graduation Study

  • 2020   Seminar in Intelligent Information

  • 2019   Seminar on Fundamentals of Computer

  • 2019   Computer Architecture II

  • 2019   Project-Based Training I

  • 2019   Probability and Statistics

  • 2019   Experiments of Computer Science and

  • 2019   Special Lectures in Computer Science and

  • 2019   Graduation Study

  • 2019   Seminar in Intelligent Information

  • 2018   Seminar on Fundamentals of Computer

  • 2018   Computer Architecture I

  • 2018   Computer Science

  • 2018   Project-Based Training I

  • 2018   Probability and Statistics

  • 2018   Project-Based Training II

  • 2018   English Presentation

  • 2018   Experiments of Computer Science and

  • 2018   Graduation Study

  • 2018   Seminar in Intelligent Information

  • 2017   Computer Science

  • 2017   Seminar on Fundamentals of Computer

  • 2017   Computer Architecture I

  • 2017   Project-Based Training I

  • 2017   Probability and Statistics

  • 2017   Experiments of Computer Science and

  • 2017   Special Lectures in Computer Science and

  • 2017   Graduation Study

  • 2016   Computer Architecture I

  • 2016   Seminar on Fundamentals of Computer

  • 2016   Automata and Formal Languages

  • 2016   Probability and Statistics

  • 2016   Experiments of Computer Science and

  • 2016   Special Lectures in Computer Science and

  • 2016   English Presentation

  • 2016   Graduation Study

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