Ensemble Methods : Foundations and Algorithms (Hardcover, 2 ed)

Preface? ?Notations? ?1. Introduction? ?2. Boosting? ?3. Bagging? ?4. Combination Methods? ?5. Diversity? ?6. Ensemble Pruning? ?7. Clustering Ensemble? ?8. Anomaly Detection and Isolation Forest? ?9. Semi-Supervised Ensemble? 10. Class-Imbalance and Cost-Sensitive Ensemble? ?11. Deep Learning and Deep Forest? ?12. Advanced Topics? ?References? ?Index