Jirayus Jiarpakdee

According to our database, Jirayus Jiarpakdee authored at least 21 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

SQAPlanner: Generating Data-Informed Software Quality Improvement Plans.

Dilini Rajapaksha, Chakkrit Tantithamthavorn, Jirayus Jiarpakdee, Christoph Bergmeir, John Grundy, Wray L. Buntine

IEEE Trans. Software Eng., 2022

An Empirical Study of Model-Agnostic Techniques for Defect Prediction Models.

Jirayus Jiarpakdee, Chakkrit Kla Tantithamthavorn, Hoa Khanh Dam, John C. Grundy

IEEE Trans. Software Eng., 2022

Search-based fairness testing for regression-based machine learning systems.

Anjana Perera, Aldeida Aleti, Chakkrit Tantithamthavorn, Jirayus Jiarpakdee, Burak Turhan, Lisa Kuhn, Katie Walker

Empir. Softw. Eng., 2022

2021

Towards Explainable Software Defect Prediction Models to Support SQA Planning.

Jirayus Jiarpakdee

PhD thesis, 2021

The Impact of Correlated Metrics on the Interpretation of Defect Models.

Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Ahmed E. Hassan

IEEE Trans. Software Eng., 2021

Actionable Analytics: Stop Telling Me What It Is; Please Tell Me What To Do.

Chakkrit Tantithamthavorn, Jirayus Jiarpakdee, John Grundy

IEEE Softw., 2021

Practitioners' Perceptions of the Goals and Visual Explanations of Defect Prediction Models.

Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, John C. Grundy

Proceedings of the 18th IEEE/ACM International Conference on Mining Software Repositories, 2021

Explainable AI for Software Engineering.

Chakkrit Kla Tantithamthavorn, Jirayus Jiarpakdee

Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021

PyExplainer: Explaining the Predictions of Just-In-Time Defect Models.

Chanathip Pornprasit, Chakkrit Tantithamthavorn, Jirayus Jiarpakdee, Michael Fu, Patanamon Thongtanunam

Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021

2020

The impact of automated feature selection techniques on the interpretation of defect models.

Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Christoph Treude

Empir. Softw. Eng., 2020

Explainable AI for Software Engineering.

Chakkrit Tantithamthavorn, Jirayus Jiarpakdee, John C. Grundy

CoRR, 2020

JITBot: An Explainable Just-In-Time Defect Prediction Bot.

Chaiyakarn Khanan, Worawit Luewichana, Krissakorn Pruktharathikoon, Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Morakot Choetkiertikul, Chaiyong Ragkhitwetsagul, Thanwadee Sunetnanta

Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering, 2020

2019

Mining software defects: should we consider affected releases?

Suraj Yatish, Jirayus Jiarpakdee, Patanamon Thongtanunam, Chakkrit Tantithamthavorn

Proceedings of the 41st International Conference on Software Engineering, 2019

Towards a more reliable interpretation of defect models.

Jirayus Jiarpakdee

Proceedings of the 41st International Conference on Software Engineering: Companion Proceedings, 2019

2018

AutoSpearman: Automatically Mitigating Correlated Metrics for Interpreting Defect Models.

Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Christoph Treude

CoRR, 2018

The Impact of Correlated Metrics on Defect Models.

Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Ahmed E. Hassan

CoRR, 2018

Artefact: An R Implementation of the AutoSpearman Function.

Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Christoph Treude

Proceedings of the 2018 IEEE International Conference on Software Maintenance and Evolution, 2018

AutoSpearman: Automatically Mitigating Correlated Software Metrics for Interpreting Defect Models.

Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Christoph Treude

Proceedings of the 2018 IEEE International Conference on Software Maintenance and Evolution, 2018

2016

A Study of Redundant Metrics in Defect Prediction Datasets.

Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Akinori Ihara, Kenichi Matsumoto

Proceedings of the 2016 IEEE International Symposium on Software Reliability Engineering Workshops, 2016

Understanding question quality through affective aspect in Q&A site.

Jirayus Jiarpakdee, Akinori Ihara, Ken-ichi Matsumoto

Proceedings of the 1st International Workshop on Emotion Awareness in Software Engineering, 2016

2014

Adaptive Learning Ant Colony Optimization for Web Spam Detection.

Bundit Manaskasemsak, Jirayus Jiarpakdee, Arnon Rungsawang

Proceedings of the Computational Science and Its Applications - ICCSA 2014 - 14th International Conference, Guimarães, Portugal, June 30, 2014