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

2019

Mining Software defects: should we consider affected releases?

Yatish, S., Jiarpakdee, J., Thongtanunam, P. & Tantithamthavorn, C., 2019, Proceedings - 2019 IEEE/ACM 41st International Conference on Software Engineering, ICSE 2019. Bultan, T. & Whittle, J. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 654-665 12 p. 8811982

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

1 Citation (Scopus)

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

An experience report on defect modelling in practice: pitfalls and challenges

Tantithamthavorn, C. & Hassan, A. E., 2018, Proceedings - 2018 ACM/IEEE 40th International Conference on Software Engineering: Software Engineering in Practice - ICSE-SEIP 2018: 30 May – 1 June 2018 Gothenburg, Sweden. Crnkovic, I. (ed.). New York NY USA: IEEE, Institute of Electrical and Electronics Engineers, p. 286-295 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

23 Citations (Scopus)

Artefact: an R implementation of the AutoSpearman function

Jiarpakdee, J., Tantithamthavorn, C. & Treude, C., 2018, Proceedings - 2018 IEEE International Conference on Software Maintenance and Evolution - ICSME 2018: 23–29 September 2018 Madrid, Spain. Khomh, F. & Lo, D. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 711 1 p. 8530086

Research output: Chapter in Book/Report/Conference proceedingConference PaperOtherpeer-review

1 Citation (Scopus)

AutoSpearman: automatically mitigating correlated software metrics for interpreting defect models

Jiarpakdee, J., Tantithamthavorn, C. & Treude, C., 2018, Proceedings - 2018 IEEE International Conference on Software Maintenance and Evolution - ICSME 2018: 23–29 September 2018 Madrid, Spain. Khomh, F. & Lo, D. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 92-103 12 p. 8530020

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

5 Citations (Scopus)

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

A study of redundant metrics in defect prediction datasets

Jiarpakdee, J., Tantithamthavorn, C., Ihara, A. & Matsumoto, K., 2016, Proceedings - 2016 IEEE 27th International Symposium on Software Reliability Engineering Workshops: ISSREW 2016. Bradbury, J. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 51-52 2 p. 7789378

Research output: Chapter in Book/Report/Conference proceedingConference PaperOther

11 Citations (Scopus)

Automated parameter optimization of classification techniques for defect prediction models

Tantithamthavorn, C., McIntosh, S., Hassan, A. E. & Matsumoto, K., 2016, Proceedings - 2016 IEEE/ACM 38th IEEE International Conference on Software Engineering Companion, ICSE 2016: 14-22 May 2016 Austin, Texas, USA. Visser, W. & Williams, L. (eds.). New York NY USA : IEEE, Institute of Electrical and Electronics Engineers, p. 321-332 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

117 Citations (Scopus)

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)

Towards a better understanding of the impact of experimental components on defect prediction modelling

Tantithamthavorn, C., 2016, Proceedings - 2016 IEEE/ACM 38th IEEE International Conference on Software Engineering Companion, ICSE 2016: 14-22 May 2016 Austin, Texas, USA. Visser, W. & Williams, L. (eds.). New York NY USA: IEEE, Institute of Electrical and Electronics Engineers, p. 867-870 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

13 Citations (Scopus)
2015

The impact of mislabelling on the performance and interpretation of defect prediction models

Tantithamthavorn, C., McIntosh, S., Hassan, A. E., Ihara, A. & Matsumoto, K., 2015, Proceedings : 2015 IEEE/ACM 37th IEEE International Conference on Software Engineering - ICSE 2015. Elbaum, S. & Canfora, G. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 812-823 12 p. 7194628

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

51 Citations (Scopus)

Who should review my code? A file location-based code-reviewer recommendation approach for Modern Code Review

Thongtanunam, P., Tantithamthavorn, C., Kula, R. G., Yoshida, N., Iida, H. & Matsumoto, K., 2015, 2015 IEEE 22nd International Conference on Software Analysis, Evolution, and Reengineering (SANER) - Proceedings: March 2-6, 2015 Montréal, Canada. Serebrenik, A. & Adams, B. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 141-150 10 p. 7081824

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

76 Citations (Scopus)
2014

Impact analysis of granularity levels on feature location technique

Tantithamthavorn, C., Ihara, A., Hata, H. & Matsumoto, K., 2014, Requirements Engineering : First Asia Pacific Requirements Engineering Symposium, APRES 2014 Auckland, New Zealand, April 28-29, 2014 Proceedings. Zowghi, D. & Jin, Z. (eds.). Berlin Germany: Springer, p. 135-149 15 p. (Communications in Computer and Information Science; vol. 432 ).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearch

6 Citations (Scopus)
2013

Mining A change history to quickly identify bug locations: A case study of the Eclipse project

Tantithamthavorn, C., Teekavanich, R., Ihara, A. & Matsumoto, K. I., 1 Dec 2013, 2013 IEEE International Symposium on Software Reliability Engineering Workshops, ISSREW 2013. p. 108-113 6 p. 6688888

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

9 Citations (Scopus)

Using co-change histories to improve bug localization performance

Tantithamthavorn, C., Ihara, A. & Matsumoto, K. I., 28 Oct 2013, SNPD 2013 - 14th ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing. p. 543-548 6 p. 6598517

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

20 Citations (Scopus)
2012

Knowledge discovery in web traffic log: A case study of facebook usage in Kasetsart University

Tantithamthavorn, C. & Rungsawang, A., 24 Sep 2012, JCSSE 2012 - 9th International Joint Conference on Computer Science and Software Engineering. p. 247-252 6 p. 6261960

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

1 Citation (Scopus)