Heterogeneous Defect Prediction

Many recent studies have documented the success of cross-project defect prediction (CPDP) to predict defects for new projects lacking in defect data by using prediction models built by other projects. However, most studies share the same limitations: it requires homogeneous data; i.e., different pro...

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Bibliographic Details
Published in:IEEE transactions on software engineering 2018-09, Vol.44 (9), p.874-896
Main Authors: Nam, Jaechang, Fu, Wei, Kim, Sunghun, Menzies, Tim, Tan, Lin
Format: Article
Language:English
Subjects:
Defect prediction
Defects
heterogeneous metrics
Mathematical models
Predictive models
Quality assurance
Quality control
Software engineering
Software metrics
Training
transfer learning
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