Clustering
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Main Authors: | |
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Published: |
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Literature type: | Electronic eBook |
Language: | English |
Series: |
IEEE series on computational intelligence
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Subjects: | |
Online Access: |
http://onlinelibrary.wiley.com/book/10.1002/9780470382776 |
Carrier Form: | 1 online resource (x, 358 p.) : ill. |
Bibliography: | Includes bibliographical references and index. |
ISBN: |
9780470382776 (electronic bk.) 0470382775 (electronic bk.) 9780470382783 (electronic bk.) 0470382783 (electronic bk.) |
Index Number: | QA278 |
CLC: | O212.4 |
Contents: | COVER -- CONTENTS -- PREFACE -- 1. CLUSTER ANALYSIS -- 1.1. Classification and Clustering -- 1.2. Definition of Clusters -- 1.3. Clustering Applications -- 1.4. Literature of Clustering Algorithms -- 1.5. Outline of the Book -- 2. PROXIMITY MEASURES -- 2.1. Introduction -- 2.2. Feature Types and Measurement Levels -- 2.3. Definition of Proximity Measures -- 2.4. Proximity Measures for Continuous Variables -- 2.5. Proximity Measures for Discrete Variables -- 2.6. Proximity Measures for Mixed Variables -- 2.7. Summary -- 3. HIERARCHICAL CLUSTERING -- 3.1. Introduction -- 3.2. Agglomerative Hie |