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by Lynne Billard, Edwin Diday
Clustering Methodology for Symbolic Data
Cover
1 Introduction
2 Symbolic Data: Basics
2.1 Individuals, Classes, Observations, and Descriptions
2.2 Types of Symbolic Data
2.3 How do Symbolic Data Arise?
2.4 Descriptive Statistics
2.5 Other Issues
Exercises
Appendix
3 Dissimilarity, Similarity, and Distance Measures
3.1 Some General Basic Definitions
3.2 Distance Measures: List or Multi‐valued Data
3.3 Distance Measures: Interval Data
3.4 Other Measures
Exercises
Appendix
4 Dissimilarity, Similarity, and Distance Measures: Modal Data
4.1 Dissimilarity/Distance Measures: Modal Multi‐valued List Data
4.2 Dissimilarity/Distance Measures: Histogram Data
Exercises
5 General Clustering Techniques
5.1 Brief Overview of Clustering
5.2 Partitioning
5.3 Hierarchies
5.4 Illustration
5.5 Other Issues
6 Partitioning Techniques
6.1 Basic Partitioning Concepts
6.2 Multi‐valued List Observations
6.3 Interval‐valued Data
6.4 Histogram Observations
6.5 Mixed‐valued Observations
6.6 Mixture Distribution Methods
6.7 Cluster Representation
6.8 Other Issues
Exercises
Appendix
7 Divisive Hierarchical Clustering
7.1 Some Basics
7.2 Monothetic Methods
7.3 Polythethic Methods
7.4 Stopping Rule
7.5 Other Issues
Exercises
8 Agglomerative Hierarchical Clustering
8.1 Agglomerative Hierarchical Clustering
8.2 Pyramidal Clustering
Exercises
Appendix
References
Index
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