Clustering

Saved in:
Bibliographic Details
Main Authors: Xu, Rui
Group Author: Wunsch, Donald C
Published:
Literature type: Electronic eBook
Language: English
Series: IEEE series on computational intelligence
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