1. Automated Parameter Optimization of Classification Techniques for Defect Prediction Models

    Chakkrit Tantithamthavorn, Shane McIntosh, Ahmed E. Hassan, and Kenichi Matsumoto
    The International Conference on Software Engineering (ICSE)
    2016
    19% (101/530)
    PDF
  2. Towards a Better Understanding of the Impact of Experimental Components on Defect Prediction Modelling

    Chakkrit Tantithamthavorn
    The International Conference on Software Engineering (ICSE) - Doctoral Symposium
    2016
    22% (8/36) for paper presentation
    PDF
  3. The Impact of Mislabelling on the Performance and Interpretation of Defect Prediction Models


    Chakkrit Tantithamthavorn, Shane McIntosh, Ahmed E. Hassan, Akinori Ihara, and Kenichi Matsumoto
    The International Conference on Software Engineering (ICSE)
    2015
    18.5% (89/455)
    PDF