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Unsupervised Classification: Similarity Measures, Classical and Metaheuristic Approaches, and Applications

Unsupervised Classification: Similarity Measures, Classical and Metaheuristic Approaches, and Applications

Hardcover

General Computers

ISBN10: 3642324509
ISBN13: 9783642324505
Publisher: Springer Nature
Published: Dec 12 2012
Pages: 262
Weight: 1.15
Height: 0.90 Width: 6.10 Depth: 9.10
Language: English
Chap. 1 Introduction.- Chap. 2 Some Single- and Multiobjective Optimization Techniques.- Chap. 3 SimilarityMeasures.- Chap. 4 Clustering Algorithms.- Chap. 5 Point Symmetry Based Distance Measures and their Applications to Clustering.- Chap. 6 A Validity Index Based on Symmetry: Application to Satellite Image Segmentation.- Chap. 7 Symmetry Based Automatic Clustering.- Chap. 8 Some Line Symmetry Distance Based Clustering Techniques.- Chap. 9 Use of Multiobjective Optimization for Data Clustering.- References.- Index.

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