Chapter 1 Introduction -- Chapter 2 Application of Machine Learning Techniques in Intelligent SDP -- Chapter 3 Within-Project Defect Prediction -- Chapter 4 Cross-Project Defect Prediction -- Chapter 5 Heterogeneous Defect Prediction -- Chapter 6 Empirical Findings on HDP Approaches -- Chapter 7 Other Research Questions of SDP -- Chapter 8 Conclusions.