Accepting PhD Students

PhD projects

AI-Driven Software Quality Assurance in the Age of DevOps

20122023

Research output per year

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Research Output

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Article
2019

The impact of automated parameter optimization on defect prediction models

Tantithamthavorn, C., McIntosh, S., Hassan, A. E. & Matsumoto, K., Jul 2019, In : IEEE Transactions on Software Engineering. 45, 7, p. 683-711 29 p.

Research output: Contribution to journalArticleResearchpeer-review

16 Citations (Scopus)

The impact of class rebalancing techniques on the performance and interpretation of defect prediction models

Tantithamthavorn, C., Hassan, A. E. & Matsumoto, K., 2019, (Accepted/In press) In : IEEE Transactions on Software Engineering. 22 p.

Research output: Contribution to journalArticleResearchpeer-review

15 Citations (Scopus)

The impact of correlated metrics on the interpretation of defect models

Jiarpakdee, J., Tantithamthavorn, C. & Hassan, A. E., 10 Jan 2019, (Accepted/In press) In : IEEE Transactions on Software Engineering. 12 p.

Research output: Contribution to journalArticleResearchpeer-review

2018

Studying the dialogue between users and developers of free apps in the Google Play Store

Hassan, S., Tantithamthavorn, C., Bezemer, C-P. & Hassan, A. E., Jun 2018, In : Empirical Software Engineering. 23, 3, p. 1275-1312 38 p.

Research output: Contribution to journalArticleResearchpeer-review

8 Citations (Scopus)

The impact of IR-based classifier configuration on the performance and the effort of method-level bug localization

Tantithamthavorn, C., Lemma Abebe, S., Hassan, A. E., Ihara, A. & Matsumoto, K., Oct 2018, In : Information and Software Technology. 102, p. 160-174 15 p.

Research output: Contribution to journalArticleResearchpeer-review

2 Citations (Scopus)
2017

An empirical comparison of model validation techniques for defect prediction models

Tantithamthavorn, C., McIntosh, S., Hassan, A. E. & Matsumoto, K., Jan 2017, In : IEEE Transactions on Software Engineering. 43, 1, p. 1-18 18 p., 7497471.

Research output: Contribution to journalArticleResearchpeer-review

113 Citations (Scopus)
2016

Comments on "researcher bias": the use of machine learning in software defect prediction

Tantithamthavorn, C., McIntosh, S., Hassan, A. E. & Matsumoto, K., Nov 2016, In : IEEE Transactions on Software Engineering. 42, 11, p. 1092-1094 3 p., 7450669.

Research output: Contribution to journalArticleOtherpeer-review

24 Citations (Scopus)