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ORCIDJirayus Jiarpakdee
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Books and Theses
- 2021
[b1]Jirayus Jiarpakdee:
Towards Explainable Software Defect Prediction Models to Support SQA Planning. Monash University, Australia, 2021
Journal Articles
- 2022
- [j6]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): 79 (2022) - [j5]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): 166-185 (2022) - [j4]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): 2814-2835 (2022) - 2021
- [j3]Chakkrit Tantithamthavorn, Jirayus Jiarpakdee, John Grundy:
Actionable Analytics: Stop Telling Me What It Is; Please Tell Me What To Do. IEEE Softw. 38(4): 115-120 (2021) - [j2]Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Ahmed E. Hassan:
The Impact of Correlated Metrics on the Interpretation of Defect Models. IEEE Trans. Software Eng. 47(2): 320-331 (2021) - 2020
- [j1]Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Christoph Treude:
The impact of automated feature selection techniques on the interpretation of defect models. Empir. Softw. Eng. 25(5): 3590-3638 (2020)
Conference and Workshop Papers
- 2021
- [c11]Chakkrit Kla Tantithamthavorn, Jirayus Jiarpakdee:
Explainable AI for Software Engineering. ASE 2021: 1-2 - [c10]Chanathip Pornprasit, Chakkrit Tantithamthavorn, Jirayus Jiarpakdee, Michael Fu, Patanamon Thongtanunam:
PyExplainer: Explaining the Predictions of Just-In-Time Defect Models. ASE 2021: 407-418 - [c9]Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, John C. Grundy:
Practitioners' Perceptions of the Goals and Visual Explanations of Defect Prediction Models. MSR 2021: 432-443 - 2020
- [c8]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: 1336-1339 - 2019
- [c7]Jirayus Jiarpakdee:
Towards a more reliable interpretation of defect models. ICSE (Companion Volume) 2019: 210-213 - [c6]Suraj Yatish, Jirayus Jiarpakdee, Patanamon Thongtanunam, Chakkrit Tantithamthavorn:
Mining software defects: should we consider affected releases? ICSE 2019: 654-665 - 2018
- [c5]Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Christoph Treude:
AutoSpearman: Automatically Mitigating Correlated Software Metrics for Interpreting Defect Models. ICSME 2018: 92-103 - [c4]Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Christoph Treude:
Artefact: An R Implementation of the AutoSpearman Function. ICSME 2018: 711 - 2016
- [c3]Jirayus Jiarpakdee, Akinori Ihara, Ken-ichi Matsumoto:
Understanding question quality through affective aspect in Q&A site. SEmotion@ICSE 2016: 12-17 - [c2]Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Akinori Ihara, Kenichi Matsumoto:
A Study of Redundant Metrics in Defect Prediction Datasets. ISSRE Workshops 2016: 51-52 - 2014
- [c1]Bundit Manaskasemsak, Jirayus Jiarpakdee, Arnon Rungsawang:
Adaptive Learning Ant Colony Optimization for Web Spam Detection. ICCSA (6) 2014: 642-653
Informal and Other Publications
- 2021
- [i5]Dilini Rajapaksha, Chakkrit Tantithamthavorn, Jirayus Jiarpakdee, Christoph Bergmeir, John C. Grundy, Wray L. Buntine:
SQAPlanner: Generating Data-Informed Software Quality Improvement Plans. CoRR abs/2102.09687 (2021) - [i4]Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, John C. Grundy:
Practitioners' Perceptions of the Goals and Visual Explanations of Defect Prediction Models. CoRR abs/2102.12007 (2021) - 2020
- [i3]Chakkrit Tantithamthavorn, Jirayus Jiarpakdee, John C. Grundy:
Explainable AI for Software Engineering. CoRR abs/2012.01614 (2020) - 2018
- [i2]Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Ahmed E. Hassan:
The Impact of Correlated Metrics on Defect Models. CoRR abs/1801.10271 (2018) - [i1]Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Christoph Treude:
AutoSpearman: Automatically Mitigating Correlated Metrics for Interpreting Defect Models. CoRR abs/1806.09791 (2018)
Coauthor Index
aka: Chakkrit Kla Tantithamthavorn
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