Jirayus Jiarpakdee

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 21

Top Topics

Defect Prediction

Visual Representations

Machine Learning Systems

Top Venues

IEEE Trans. Software Eng.

Empir. Softw. Eng.

Publications

Anjana Perera, Aldeida Aleti, Chakkrit Tantithamthavorn, Jirayus Jiarpakdee, Burak Turhan, Lisa Kuhn, Katie Walker
Search-based fairness testing for regression-based machine learning systems. Empir. Softw. Eng. 27 (3) (2022)
Jirayus Jiarpakdee, Chakkrit Kla Tantithamthavorn, Hoa Khanh Dam, John C. Grundy
An Empirical Study of Model-Agnostic Techniques for Defect Prediction Models. IEEE Trans. Software Eng. 48 (2) (2022)
Dilini Rajapaksha, Chakkrit Tantithamthavorn, Jirayus Jiarpakdee, Christoph Bergmeir, John Grundy, Wray L. Buntine
SQAPlanner: Generating Data-Informed Software Quality Improvement Plans. IEEE Trans. Software Eng. 48 (8) (2022)
Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, John C. Grundy
Practitioners' Perceptions of the Goals and Visual Explanations of Defect Prediction Models. CoRR (2021)
Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Ahmed E. Hassan
The Impact of Correlated Metrics on the Interpretation of Defect Models. IEEE Trans. Software Eng. 47 (2) (2021)
Dilini Rajapaksha, Chakkrit Tantithamthavorn, Jirayus Jiarpakdee, Christoph Bergmeir, John C. Grundy, Wray L. Buntine
SQAPlanner: Generating Data-Informed Software Quality Improvement Plans. CoRR (2021)
Chakkrit Kla Tantithamthavorn, Jirayus Jiarpakdee
Explainable AI for Software Engineering. ASE (2021)
Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, John C. Grundy
Practitioners' Perceptions of the Goals and Visual Explanations of Defect Prediction Models. MSR (2021)
Chanathip Pornprasit, Chakkrit Tantithamthavorn, Jirayus Jiarpakdee, Michael Fu, Patanamon Thongtanunam
PyExplainer: Explaining the Predictions of Just-In-Time Defect Models. ASE (2021)
Chakkrit Tantithamthavorn, Jirayus Jiarpakdee, John Grundy
Actionable Analytics: Stop Telling Me What It Is; Please Tell Me What To Do. IEEE Softw. 38 (4) (2021)
Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Christoph Treude
The impact of automated feature selection techniques on the interpretation of defect models. Empir. Softw. Eng. 25 (5) (2020)
Chaiyakarn Khanan, Worawit Luewichana, Krissakorn Pruktharathikoon, Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Morakot Choetkiertikul, Chaiyong Ragkhitwetsagul, Thanwadee Sunetnanta
JITBot: An Explainable Just-In-Time Defect Prediction Bot. ASE (2020)
Chakkrit Tantithamthavorn, Jirayus Jiarpakdee, John C. Grundy
Explainable AI for Software Engineering. CoRR (2020)
Jirayus Jiarpakdee
Towards a more reliable interpretation of defect models. ICSE (Companion Volume) (2019)
Suraj Yatish, Jirayus Jiarpakdee, Patanamon Thongtanunam, Chakkrit Tantithamthavorn
Mining software defects: should we consider affected releases? ICSE (2019)
Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Christoph Treude
Artefact: An R Implementation of the AutoSpearman Function. ICSME (2018)
Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Christoph Treude
AutoSpearman: Automatically Mitigating Correlated Software Metrics for Interpreting Defect Models. ICSME (2018)
Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Ahmed E. Hassan
The Impact of Correlated Metrics on Defect Models. CoRR (2018)
Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Christoph Treude
AutoSpearman: Automatically Mitigating Correlated Metrics for Interpreting Defect Models. CoRR (2018)
Jirayus Jiarpakdee, Akinori Ihara, Ken-ichi Matsumoto
Understanding question quality through affective aspect in Q&A site. SEmotion@ICSE (2016)
Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Akinori Ihara, Kenichi Matsumoto
A Study of Redundant Metrics in Defect Prediction Datasets. ISSRE Workshops (2016)
Bundit Manaskasemsak, Jirayus Jiarpakdee, Arnon Rungsawang
Adaptive Learning Ant Colony Optimization for Web Spam Detection. ICCSA (6) (2014)