Jirayus Jiarpakdee

23 papers A* 4A 3Journal 11Unranked 4
YearRankTypeTitle / Venue / Authors
2022 J jnl
An Empirical Study of Model-Agnostic Techniques for Defect Prediction Models.
IEEE Trans. Software Eng.
Jirayus Jiarpakdee, Chakkrit Kla Tantithamthavorn, Hoa Khanh Dam, John C. Grundy
2022 J jnl
SQAPlanner: Generating Data-Informed Software Quality Improvement Plans.
IEEE Trans. Software Eng.
Dilini Rajapaksha, Chakkrit Tantithamthavorn, Jirayus Jiarpakdee, Christoph Bergmeir, John Grundy, Wray L. Buntine
2022 J jnl
Search-based fairness testing for regression-based machine learning systems.
Empir. Softw. Eng.
Anjana Perera, Aldeida Aleti, Chakkrit Tantithamthavorn, Jirayus Jiarpakdee, Burak Turhan, Lisa Kuhn, Katie Walker
2021 J jnl
Actionable Analytics: Stop Telling Me What It Is; Please Tell Me What To Do.
IEEE Softw.
Chakkrit Tantithamthavorn, Jirayus Jiarpakdee, John Grundy
2021 A* conf
Explainable AI for Software Engineering.
ASE
Chakkrit Kla Tantithamthavorn, Jirayus Jiarpakdee
2021 A conf
Practitioners' Perceptions of the Goals and Visual Explanations of Defect Prediction Models.
MSR
Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, John C. Grundy
2021 J jnl
Practitioners' Perceptions of the Goals and Visual Explanations of Defect Prediction Models.
CoRR
Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, John C. Grundy
2021 A* conf
PyExplainer: Explaining the Predictions of Just-In-Time Defect Models.
ASE
Chanathip Pornprasit, Chakkrit Tantithamthavorn, Jirayus Jiarpakdee, Michael Fu, Patanamon Thongtanunam
2021 J jnl
SQAPlanner: Generating Data-Informed Software Quality Improvement Plans.
CoRR
Dilini Rajapaksha, Chakkrit Tantithamthavorn, Jirayus Jiarpakdee, Christoph Bergmeir, John C. Grundy, Wray L. Buntine
2021 J jnl
The Impact of Correlated Metrics on the Interpretation of Defect Models.
IEEE Trans. Software Eng.
Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Ahmed E. Hassan
2021 — —
Towards Explainable Software Defect Prediction Models to Support SQA Planning.
Jirayus Jiarpakdee
2020 J jnl
Explainable AI for Software Engineering.
CoRR
Chakkrit Tantithamthavorn, Jirayus Jiarpakdee, John C. Grundy
2020 A* conf
JITBot: An Explainable Just-In-Time Defect Prediction Bot.
ASE
Chaiyakarn Khanan, Worawit Luewichana, Krissakorn Pruktharathikoon, Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Morakot Choetkiertikul, Chaiyong Ragkhitwetsagul, Thanwadee Sunetnanta
2020 J jnl
The impact of automated feature selection techniques on the interpretation of defect models.
Empir. Softw. Eng.
Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Christoph Treude
2019 A* conf
Mining software defects: should we consider affected releases?
ICSE
Suraj Yatish, Jirayus Jiarpakdee, Patanamon Thongtanunam, Chakkrit Tantithamthavorn
2019 — conf
Towards a more reliable interpretation of defect models.
ICSE (Companion Volume)
Jirayus Jiarpakdee
2018 A conf
Artefact: An R Implementation of the AutoSpearman Function.
ICSME
Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Christoph Treude
2018 J jnl
AutoSpearman: Automatically Mitigating Correlated Metrics for Interpreting Defect Models.
CoRR
Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Christoph Treude
2018 A conf
AutoSpearman: Automatically Mitigating Correlated Software Metrics for Interpreting Defect Models.
ICSME
Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Christoph Treude
2018 J jnl
The Impact of Correlated Metrics on Defect Models.
CoRR
Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Ahmed E. Hassan
2016 — conf
A Study of Redundant Metrics in Defect Prediction Datasets.
ISSRE Workshops
Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Akinori Ihara, Kenichi Matsumoto
2016 — conf
Understanding question quality through affective aspect in Q&A site.
SEmotion@ICSE
Jirayus Jiarpakdee, Akinori Ihara, Ken-ichi Matsumoto
2014 — conf
Adaptive Learning Ant Colony Optimization for Web Spam Detection.
ICCSA (6)
Bundit Manaskasemsak, Jirayus Jiarpakdee, Arnon Rungsawang