Description

Book Synopsis

1. Introduction.- 2. Categories of Defect Prediction.- 3. Feature Representation-based Defect Prediction.- 4. Class Imbalanced Learning-based Defect Prediction.- 5. Cross-Version Defect Prediction.- 6. Cross-Project Defect Prediction.- 7. Effort-Aware Defect Prediction.- 8. Conclusion and Future Work.

MachineLearningAssisted Software Defect Prediction

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    A Hardback by Zhou Xu

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      Publisher: Springer
      Publication Date: Publication Date: 23/10/2025
      ISBN13: 9783032013354, 978-3032013354
      ISBN10:
      Also in:
      Computing Software Engineering

      Description

      Book Synopsis

      1. Introduction.- 2. Categories of Defect Prediction.- 3. Feature Representation-based Defect Prediction.- 4. Class Imbalanced Learning-based Defect Prediction.- 5. Cross-Version Defect Prediction.- 6. Cross-Project Defect Prediction.- 7. Effort-Aware Defect Prediction.- 8. Conclusion and Future Work.

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