Koji Toda

29 papers A 5C 5Journal 14Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Building Defect Prediction Models by Online Learning Considering Defect Overlooking.
IEICE Trans. Inf. Syst.
Nikolay Fedorov, Yuta Yamasaki, Masateru Tsunoda, Akito Monden, Amjed Tahir, Kwabena Ebo Bennin, Koji Toda, Keitaro Nakasai
2025 J jnl
On the Application of Bandit Algorithm for Selecting Clone Detection Methods.
IEICE Trans. Inf. Syst.
Masateru Tsunoda, Takuto Kudo, Akito Monden, Amjed Tahir, Kwabena Ebo Bennin, Koji Toda, Keitaro Nakasai, Kenichi Matsumoto
2025 J jnl
Selecting Source Code Generation Tools Based on Bandit Algorithms.
IEICE Trans. Inf. Syst.
Masateru Tsunoda, Ryoto Shima, Amjed Tahir, Kwabena Ebo Bennin, Akito Monden, Koji Toda, Keitaro Nakasai
2025 J jnl
The Impact of Defect (Re) Prediction on Software Testing.
IEICE Trans. Inf. Syst.
Yukasa Murakami, Yuta Yamasaki, Masateru Tsunoda, Akito Monden, Amjed Tahir, Kwabena Ebo Bennin, Koji Toda, Keitaro Nakasai
2024 A conf
An Empirical Study of the Impact of Test Strategies on Online Optimization for Ensemble-Learning Defect Prediction.
ICSME
Kensei Hamamoto, Masateru Tsunoda, Amjed Tahir, Kwabena Ebo Bennin, Akito Monden, Koji Toda, Keitaro Nakasai, Kenichi Matsumoto
2024 J jnl
An Empirical Study of the Impact of Test Strategies on Online Optimization for Ensemble-Learning Defect Prediction.
CoRR
Kensei Hamamoto, Masateru Tsunoda, Amjed Tahir, Kwabena Ebo Bennin, Akito Monden, Koji Toda, Keitaro Nakasai, Kenichi Matsumoto
2024 J jnl
Building Defect Prediction Models by Online Learning Considering Defect Overlooking.
CoRR
Nikolay Fedorov, Yuta Yamasaki, Masateru Tsunoda, Akito Monden, Amjed Tahir, Kwabena Ebo Bennin, Koji Toda, Keitaro Nakasai
2024 — conf
On Applying Bandit Algorithm to Fault Localization Techniques.
ISSRE (Workshops)
Masato Nakao, Kensei Hamamoto, Masateru Tsunoda, Amjed Tahir, Koji Toda, Akito Monden, Keitaro Nakasai, Kenichi Matsumoto
2024 J jnl
On Applying Bandit Algorithm to Fault Localization Techniques.
CoRR
Masato Nakao, Kensei Hamamoto, Masateru Tsunoda, Amjed Tahir, Koji Toda, Akito Monden, Keitaro Nakasai, Kenichi Matsumoto
2024 J jnl
The Effect of Defect (Re) Prediction on Software Testing.
CoRR
Yukasa Murakami, Yuta Yamasaki, Masateru Tsunoda, Akito Monden, Amjed Tahir, Kwabena Ebo Bennin, Koji Toda, Keitaro Nakasai
2023 J jnl
Selecting Source Code Generation Tools Based on Bandit Algorithms.
CoRR
Ryoto Shima, Masateru Tsunoda, Yukasa Murakami, Akito Monden, Amjed Tahir, Kwabena Ebo Bennin, Koji Toda, Keitaro Nakasai
2023 — conf
Software Defect Prediction by Online Learning Considering Defect Overlooking.
ISSREW
Yuta Yamasaki, Nikolay Fedorov, Masateru Tsunoda, Akito Monden, Amjed Tahir, Kwabena Ebo Bennin, Koji Toda, Keitaro Nakasai
2023 J jnl
Software Defect Prediction by Online Learning Considering Defect Overlooking.
CoRR
Yuta Yamasaki, Nikolay Fedorov, Masateru Tsunoda, Akito Monden, Amjed Tahir, Kwabena Ebo Bennin, Koji Toda, Keitaro Nakasai
2022 — conf
Clone Detection Method Selection Based on Bandit Algorithm: a Preliminary Analysis.
IWSC
Takeru Tabo, Takuto Kudo, Masateru Tsunoda, Amjed Tahir, Kwabena Ebo Bennin, Koji Toda, Keitaro Nakasai, Akito Monden
2022 C conf
Preliminary Analysis of Review Method Selection Based on Bandit Algorithms.
APSEC
Takuto Kudo, Masateru Tsunoda, Amjed Tahir, Kwabena Ebo Bennin, Koji Toda, Keitaro Nakasai, Akito Monden, Kenichi Matsumoto
2022 A conf
Using Bandit Algorithms for Selecting Feature Reduction Techniques in Software Defect Prediction.
MSR
Masateru Tsunoda, Akito Monden, Koji Toda, Amjed Tahir, Kwabena Ebo Bennin, Keitaro Nakasai, Masataka Nagura, Kenichi Matsumoto
2021 J jnl
A Novel Approach to Address External Validity Issues in Fault Prediction Using Bandit Algorithms.
IEICE Trans. Inf. Syst.
Teruki Hayakawa, Masateru Tsunoda, Koji Toda, Keitaro Nakasai, Amjed Tahir, Kwabena Ebo Bennin, Akito Monden, Kenichi Matsumoto
2021 A conf
Using Bandit Algorithms for Project Selection in Cross-Project Defect Prediction.
ICSME
Takuya Asano, Masateru Tsunoda, Koji Toda, Amjed Tahir, Kwabena Ebo Bennin, Keitaro Nakasai, Akito Monden, Kenichi Matsumoto
2020 C conf
A Quantitative Comparison of Coverage-Based Greybox Fuzzers.
AST
Natsuki Tsuzuki, Norihiro Yoshida, Koji Toda, Kenji Fujiwara, Ryota Yamamoto, Hiroaki Takada
2020 J jnl
A Simulation Study of Bandit Algorithms to Address External Validity of Software Fault Prediction.
CoRR
Teruki Hayakawa, Masateru Tsunoda, Koji Toda, Keitaro Nakasai, Kenichi Matsumoto
2020 J jnl
Capturing Spotaneous Software Evolution in a Social Coding Platform With Project-as-a-City Concept.
Int. J. Softw. Innov.
Koji Toda, Haruaki Tamada, Masahide Nakamura, Kenichi Matsumoto
2020 J jnl
Evaluation of Software Fault Prediction Models Considering Faultless Cases.
IEICE Trans. Inf. Syst.
Yukasa Murakami, Masateru Tsunoda, Koji Toda
2019 C conf
Characterizing Project Evolution on a Social Coding Platform.
SNPD
Koji Toda, Haruaki Tamada, Masahide Nakamura, Kenichi Matsumoto
2017 — conf
An Empirical Evaluation of the Tobit Model on Software Defect Prediction.
ACIT/CSII/BCD
Yukasa Murakami, Masateru Tsunoda, Koji Toda
2016 C conf
Empirical Evaluation of Cross-Release Effort-Aware Defect Prediction Models.
QRS
Kwabena Ebo Bennin, Koji Toda, Yasutaka Kamei, Jacky Keung, Akito Monden, Naoyasu Ubayashi
2013 A conf
Revisiting software development effort estimation based on early phase development activities.
MSR
Masateru Tsunoda, Koji Toda, Kyohei Fushida, Yasutaka Kamei, Meiyappan Nagappan, Naoyasu Ubayashi
2012 C conf
An Ensemble Approach of Simple Regression Models to Cross-Project Fault Prediction.
SNPD
Satoshi Uchigaki, Shinji Uchida, Koji Toda, Akito Monden
2010 — conf
Oshidori-Net: Connecting Regional EPR Systems to Achieve Secure Mutual Reference with Thin-Client Computing Technology.
E-HEALTH
Shigeki Kuwata, Koji Toda, Kei Teramoto, Hiroshi Kondoh, Hiroshige Nakamura, Hirohiko Murata, Noriaki Tamura, Masahide Ikeguchi
2008 A conf
Fit data selection for software effort estimation models.
ESEM
Koji Toda, Akito Monden, Ken-ichi Matsumoto