Kapitel in diesem Buch

1. Frontmatter i
2. CONTENTS vii
3. Preface xiii
4. Chapter 1: Introduction to Cluster Analysis 1
5. Chapter 2: Overview of Data Mining 18
6. Chapter 3: Hierarchical Clustering 27
7. Chapter 4: Partition Clustering 58
8. Chapter 5: Judgmental Analysis 81
9. Chapter 6: Fuzzy Clustering Models and Applications 116
10. Chapter 7: Classification and Association Rules 147
11. Chapter 8: Cluster Validity 179
12. Chapter 9: Clustering Categorical Data 229
13. Chapter 10: Mining Outliers 258
14. Chapter 11: Model-based Clustering 275
15. Chapter 12: General Issues 291
16. INDEX 309