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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
The Impact of Correlated Metrics on the Interpretation of Defect Models
J Jiarpakdee, C Tantithamthavorn, AE Hassan
IEEE Transactions on Software Engineering (TSE), 2019
78*2019
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
682020
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
652019
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
47*2018
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
302021
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
282016
The Impact of Automated Feature Selection Techniques on the Interpretation of Defect Models
J Jiarpakdee, C Tantithamthavorn, C Treude
Empirical Software Engineering (EMSE), 0
28*
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
232020
Explainable ai for software engineering
CK Tantithamthavorn, J Jiarpakdee
2021 36th IEEE/ACM International Conference on Automated Software …, 2021
222021
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
142021
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
132016
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
112021
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
72021
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
42021
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
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), 1-36, 2022
32022
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
32022
Adaptive learning ant colony optimization for web spam detection
B Manaskasemsak, J Jiarpakdee, A Rungsawang
International Conference on Computational Science and Its Applications, 642-653, 2014
32014
Towards a More Reliable Interpretation of Defect Models
J Jiarpakdee
IEEE/ACM International Conference on Software Engineering: Companion …, 2019
22019
Towards Explainable Software Defect Prediction Models to Support SQA Planning
J Jiarpakdee
Monash University, 2021
2021
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