Chakkrit (Kla) Tantithamthavorn

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Kenichi MatsumotoNAISTVerified email at is.naist.jp
Ahmed E. HassanMustafa Prize Laureate, ACM/IEEE/NSERC Steacie Fellow, ACM Influential/IEEE Distinguished EducatorVerified email at cs.queensu.ca
Jirayus JiarpakdeePhD Student, Faculty of Information and Technology, Monash UniversityVerified email at monash.edu
Patanamon (Pick) ThongtanunamSchool of Computing and Information Systems, The University of MelbourneVerified email at unimelb.edu.au
Shane McIntoshUniversity of WaterlooVerified email at uwaterloo.ca
Michael FuMonash UniversityVerified email at monash.edu
John C. GrundyAustralian Laureate Fellow and Professor of Software Engineering, Faculty of IT, Monash UniversityVerified email at monash.edu
LI LiProfessor of Software Engineering, Beihang UniversityVerified email at monash.edu
Akinori IharaLecturer, Wakayama UniversityVerified email at wakayama-u.ac.jp
Trung LeFaculty of Information Technology, Monash University, AustraliaVerified email at monash.edu
Dinh PhungProfessor, Monash UniversityVerified email at monash.edu
Chanathip PornprasitPhD student, Monash UniversityVerified email at monash.edu
Burak TurhanProfessor, University of Oulu, FinlandVerified email at oulu.fi
Christoph TreudeAssociate Professor of Computer Science, Singapore Management UniversityVerified email at smu.edu.sg
Norihiro YoshidaRitsumeikan UniversityVerified email at fc.ritsumei.ac.jp
Hoa Khanh DamProfessor in Software Engineering, University of WollongongVerified email at uow.edu.au
Aldeida AletiA/Prof, Faculty of Information Technology, Monash UniversityVerified email at monash.edu
Yepang LiuAssociate Professor, CSE, Southern University of Science and TechnologyVerified email at sustech.edu.cn
Hadi HemmatiAssociate Professor, York University - Adjunct University of CalgaryVerified email at yorku.ca
Raula Gaikovina KulaNara Institute of Science and TechnologyVerified email at is.naist.jp

Chakkrit (Kla) Tantithamthavorn

Senior Lecturer (DECRA Fellow, JSPS Fellow), Faculty of Information Technology, Monash

Verified email at monash.edu - Homepage

Software Engineering Automated Software Engineering Software Analytics Digital Health


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
An Empirical Comparison of Model Validation Techniques for Defect Prediction Models C Tantithamthavorn, S McIntosh, AE Hassan, K Matsumoto IEEE Transactions on Software Engineering (TSE) 43 (1), 1-18, 2017	535	2017
Automated Parameter Optimization of Classification Techniques for Defect Prediction Models C Tantithamthavorn, S McIntosh, AE Hassan, K Matsumoto In Proceedings of The 38th International Conference on Software Engineering …, 2016	374	2016
The Impact of Automated Parameter Optimization on Defect Prediction Models C Tantithamthavorn, S McIntosh, AE Hassan, K Matsumoto IEEE Transactions on Software Engineering 45 (7), 683-711, 2018	365	2018
Who Should Review My Code? A File Location-Based Code-Reviewer Recommendation Approach for Modern Code Review P Thongtanunam, C Tantithamthavorn, RG Kula, N Yoshida, H Iida, ... In Proceedings of the 22nd IEEE International Conference on Software …, 2015	292	2015
The Impact of Class Rebalancing Techniques on the Performance and Interpretation of Defect Prediction Models C Tantithamthavorn, AE Hassan, K Matsumoto IEEE Transactions on Software Engineering, 2020	285	2020
The Impact of Mislabelling on the Performance and Interpretation of Defect Prediction Models C Tantithamthavorn, S McIntosh, AE Hassan, A Ihara, K Matsumoto In Proceedings of The 37th International Conference on Software Engineering …, 2015	173	2015
An Experience Report on Defect Modelling in Practice: Pitfalls and Challenges C Tantithamthavorn, AE Hassan In Proceedings of the International Conference on Software Engineering (ICSE …, 2018	155	2018
An empirical study of model-agnostic techniques for defect prediction models J Jiarpakdee, CK Tantithamthavorn, HK Dam, J Grundy IEEE Transactions on Software Engineering 48 (1), 166-185, 2020	128	2020
LineVul: A Transformer-based Line-Level Vulnerability Prediction M Fu, C Tantithamthavorn In Proceedings of the International Conference on Mining Software …, 2022	113	2022
Mining Software Defects: Should We Consider Affected Releases? S Yatish, J Jiarpakdee, P Thongtanunam, C Tantithamthavorn 2019 IEEE/ACM 41st International Conference on Software Engineering (ICSE …, 2019	112	2019
The Impact of Correlated Metrics on the Interpretation of Defect Models J Jiarpakdee, C Tantithamthavorn, AE Hassan IEEE Transactions on Software Engineering, 2019	108*	2019
JITLine: A Simpler, Better, Faster, Finer-grained Just-In-Time Defect Prediction C Pornprasit, C Tantithamthavorn In Proceedings of the International Conference on Mining Software …, 2021	98	2021
Predicting Defective Lines Using a Model-Agnostic Technique S Wattanakriengkrai, P Thongtanunam, C Tantithamthavorn, H Hata, ... IEEE Transactions on Software Engineering, 2020	88	2020
Studying the dialogue between users and developers of free apps in the google play store S Hassan, C Tantithamthavorn, CP Bezemer, AE Hassan Empirical Software Engineering 23, 1275-1312, 2018	85	2018
Vulrepair: a t5-based automated software vulnerability repair M Fu, C Tantithamthavorn, T Le, V Nguyen, D Phung Proceedings of the 30th ACM joint european software engineering conference …, 2022	82	2022
Comments on "Researcher Bias: The Use of Machine Learning in Software Defect Prediction" C Tantithamthavorn, S McIntosh, AE Hassan, K Matsumoto IEEE Transactions on Software Engineering (TSE) 42 (11), 1092-1094, 2016	82	2016
Deep learning for android malware defenses: a systematic literature review Y Liu, C Tantithamthavorn, L Li, Y Liu ACM Computing Surveys 55 (8), 1-36, 2022	67	2022
Practitioners' Perceptions of the Goals and Visual Explanations of Defect Prediction Models J Jiarpakdee, C Tantithamthavorn, J Grundy In Proceedings of the International Conference on Mining Software …, 2021	67	2021
AutoSpearman: Automatically mitigating correlated software metrics for interpreting defect models J Jiarpakdee, C Tantithamthavorn, C Treude 2018 IEEE International Conference on Software Maintenance and Evolution …, 2018	61*	2018
The Impact of Automated Feature Selection Techniques on the Interpretation of Defect Models J Jiarpakdee, C Tantithamthavorn, C Treude Empirical Software Engineering, 1-49, 2020	60	2020

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