Concepedia

Jirayus Jiarpakdee

JJ

Statistics

Publications

13

Citations

745

H-Index

13

Active since

2016

Affiliations

Monash University(Current)

The University of Adelaide

The University of Melbourne

University of Oulu

Jirayus Jiarpakdee is an author at Monash University specializing in data science, software engineering, and software analysis.

Top concepts

EngineeringData ScienceSoftware AnalysisSoftware EngineeringSoftware MaintenanceSoftware DesignSoftware TestingComputer ScienceProgram AnalysisStatistics

Publications per year

2016–2022

13

Publications

13

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

Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Hoa Khanh Dam et al. · IEEE Transactions on Software Engineering · 2020 · 142 citations

Software Maintenance, Engineering, Fault Forecasting +25

Mining Software Defects: Should We Consider Affected Releases?

Suraj Yatish, Jirayus Jiarpakdee, Patanamon Thongtanunam et al. · 2019 · 117 citations

Software Maintenance, Engineering, Software Engineering +19

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

Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Christoph Treude · Empirical Software Engineering · 2020 · 76 citations

Software Maintenance, Defect Models, Engineering +15

The Impact of Correlated Metrics on the Interpretation of Defect Models

Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Ahmed E. Hassan · IEEE Transactions on Software Engineering · 2019 · 75 citations

Software Maintenance, Engineering, Quality Metric +20

Explainable AI for Software Engineering

Chakkrit Tantithamthavorn, Jirayus Jiarpakdee · 2021 36th IEEE/ACM International Conference on Automated Software Engineering (ASE) · 2021 · 64 citations

Artificial Intelligence, Software Maintenance, Empirical Software Engineering Research +15

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