Using bandit algorithms for selecting feature reduction techniques in software defect prediction

Author:

Tsunoda Masateru1,Monden Akito2,Toda Koji3,Tahir Amjed4,Bennin Kwabena Ebo5,Nakasai Keitaro6,Nagura Masataka7,Matsumoto Kenichi8

Affiliation:

1. Kindai University, Higashi-osaka, Japan

2. Okayama University, Okayama, Japan

3. Fukuoka Institute of Tech., Fukuoka, Japan

4. Massey University, Palmerston North, NZ

5. Wageningen UR, Wageningen, Netherlands

6. Kumamoto College, Kirishima, Japan

7. Nanzan University, Nagoya, Japan

8. NAIST, Ikoma, Japan

Publisher

ACM

Reference36 articles.

1. Using Coupling-Based Weights for the Class Integration and Test Order Problem

2. A new look at the statistical model identification

3. Defect Prediction Using Akaike and Bayesian Information Criterion

4. T. Asano , M. Tsunoda , K. Toda , A. Tahir , K. Bennin , K. Nakasai , A. Monden , and K. Matsumoto , 2021. Using Bandit Algorithms for Project Selection in Cross-Project Defect Prediction . In Proc. of International Conference on Software Maintenance and Evolution (ICSME). 649--653 . T. Asano, M. Tsunoda, K. Toda, A. Tahir, K. Bennin, K. Nakasai, A. Monden, and K. Matsumoto, 2021. Using Bandit Algorithms for Project Selection in Cross-Project Defect Prediction. In Proc. of International Conference on Software Maintenance and Evolution (ICSME). 649--653.

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2. Software Defect Prediction by Online Learning Considering Defect Overlooking;2023 IEEE 34th International Symposium on Software Reliability Engineering Workshops (ISSREW);2023-10-09

3. A Novel Dimensionality Reduction-based Software Bug Prediction using a Bat-Inspired Algorithm;2023 13th International Conference on Cloud Computing, Data Science & Engineering (Confluence);2023-01-19

4. Preliminary Analysis of Review Method Selection Based on Bandit Algorithms;2022 29th Asia-Pacific Software Engineering Conference (APSEC);2022-12

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