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Jirayus Jiarpakdee
Jirayus Jiarpakdee
PhD Student, Faculty of Information and Technology, Monash University
Verified email at monash.edu
Title
Cited by
Cited by
Year
An Empirical Study of Model-Agnostic Techniques for Defect Prediction Models
J Jiarpakdee, C Tantithamthavorn, HK Dam, J Grundy
IEEE Transactions on Software Engineering (TSE), 2020
1392020
Mining Software Defects: Should We Consider Affected Releases?
S Yatish, J Jiarpakdee, P Thongtanunam, C Tantithamthavorn
IEEE/ACM International Conference on Software Engineering (ICSE), 2019, 654-665, 2019
1212019
The Impact of Correlated Metrics on the Interpretation of Defect Models
J Jiarpakdee, C Tantithamthavorn, AE Hassan
IEEE Transactions on Software Engineering (TSE), 2019
116*2019
Practitioners’ perceptions of the goals and visual explanations of defect prediction models
J Jiarpakdee, CK Tantithamthavorn, J Grundy
2021 IEEE/ACM 18th International Conference on Mining Software Repositories …, 2021
702021
Autospearman: Automatically Mitigating Correlated Software Metrics for Interpreting Defect Models
J Jiarpakdee, C Tantithamthavorn, C Treude
IEEE International Conference on Software Maintenance and Evolution (ICSME …, 2018
69*2018
The Impact of Automated Feature Selection Techniques on the Interpretation of Defect Models
J Jiarpakdee, C Tantithamthavorn, C Treude
Empirical Software Engineering (EMSE), 0
66*
Explainable ai for software engineering
CK Tantithamthavorn, J Jiarpakdee
2021 36th IEEE/ACM International Conference on Automated Software …, 2021
632021
Pyexplainer: Explaining the predictions of just-in-time defect models
C Pornprasit, C Tantithamthavorn, J Jiarpakdee, M Fu, P Thongtanunam
2021 36th IEEE/ACM International Conference on Automated Software …, 2021
582021
JITBot: an explainable just-in-time defect prediction bot
C Khanan, W Luewichana, K Pruktharathikoon, J Jiarpakdee, ...
Proceedings of the 35th IEEE/ACM international conference on automated …, 2020
492020
SQAPlanner: Generating data-informed software quality improvement plans
D Rajapaksha, C Tantithamthavorn, J Jiarpakdee, C Bergmeir, J Grundy, ...
IEEE Transactions on Software Engineering 48 (8), 2814-2835, 2021
402021
A Study of Redundant Metrics in Defect Prediction Datasets
J Jiarpakdee, C Tantithamthavorn, A Ihara, K Matsumoto
IEEE International Symposium on Software Reliability Engineering Workshops …, 2016
362016
Actionable analytics: Stop telling me what it is; please tell me what to do
C Tantithamthavorn, J Jiarpakdee, J Grundy
IEEE Software 38 (4), 115-120, 2021
262021
Search-based fairness testing for regression-based machine learning systems
A Perera, A Aleti, C Tantithamthavorn, J Jiarpakdee, B Turhan, L Kuhn, ...
Empirical Software Engineering 27 (3), 79, 2022
222022
Understanding Question Quality through Affective Aspect in Q&A Site
J Jiarpakdee, A Ihara, K Matsumoto
International Workshop on Emotion Awareness in Software Engineering …, 2016
182016
Emergency medicine patient wait time multivariable prediction models: a multicentre derivation and validation study
K Walker, J Jiarpakdee, A Loupis, C Tantithamthavorn, K Joe, M Ben-Meir, ...
Emergency Medicine Journal 39 (5), 386-393, 2022
132022
Predicting ambulance patient wait times: a multicenter derivation and validation study
KJ Walker, J Jiarpakdee, A Loupis, C Tantithamthavorn, K Joe, ...
Annals of Emergency Medicine 78 (1), 113-122, 2021
52021
Towards a More Reliable Interpretation of Defect Models
J Jiarpakdee
IEEE/ACM International Conference on Software Engineering: Companion …, 2019
52019
Artefact: An R Implementation of the AutoSpearman Function
J Jiarpakdee, C Tantithamthavorn, C Treude
IEEE International Conference on Software Maintenance and Evolution (ICSME …, 2018
42018
Adaptive learning ant colony optimization for web spam detection
B Manaskasemsak, J Jiarpakdee, A Rungsawang
Computational Science and Its Applications–ICCSA 2014: 14th International …, 2014
32014
Towards Explainable Software Defect Prediction Models to Support SQA Planning
J Jiarpakdee
Monash University, 2021
2021
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