1. The Impact of Class Rebalancing Techniques on the Performance and Interpretation of Defect Prediction Models

    Chakkrit Tantithamthavorn, Ahmed E. Hassan, and Kenichi Matsumoto
    IEEE Transactions on Software Engineering (TSE)
    2018
    PDF
  2. AutoSpearman: Automatically Mitigating Correlated Metrics for Interpreting Defect Models

    Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Christoph Treude
    International Conference on Software Maintenance and Evolution (ICSME)
    2018
    22% (37/174)
    PDF
  3. Artefact: An R Implementation of the AutoSpearman Function

    Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Christoph Treude
    International Conference on Software Maintenance and Evolution (ICSME)
    2018
    PDF
  4. The Impact of IR-based Classifier Configuration on the Performance and the Effort of Method-Level Bug Localization

    Chakkrit Tantithamthavorn, Surafel Lemma Abebe, Ahmed E. Hassan, Akinori Ihara, and Kenichi Matsumoto
    Information and Software Technology (IST)
    2018
    PDF
  5. An Experience Report on Defect Modelling in Practice: Pitfalls and Challenges

    Chakkrit Tantithamthavorn and Ahmed E. Hassan
    The International Conference on Software Engineering: Software Engineering in Practice Track (ICSE-SEIP)
    2018
    24% (31/131)
    PDF
  6. The Impact of Automated Parameter Optimization on Defect Prediction Models

    Chakkrit Tantithamthavorn, Shane McIntosh, Ahmed E. Hassan, and Kenichi Matsumoto
    IEEE Transactions on Software Engineering (TSE)
    2018
    PDF
  7. Studying the Dialogue Between Users and Developers of Free Apps in the Google Play Store


    Safwat Hassan, Chakkrit Tantithamthavorn, Cor-Paul Bezemer, and Ahmed E. Hassan
    International Journal of Empirical Software Engineering (EMSE)
    2018
    PDF