{
"item_title" : "Unsupervised Classification",
"item_author" : [" Sanghamitra Bandyopadhyay", "Sriparna Saha "],
"item_description" : "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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Unsupervised Classification : Similarity Measures, Classical and Metaheuristic Approaches, and Applications
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Overview
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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Details
- ISBN-13: 9783642324505
- ISBN-10: 3642324509
- Publisher: Springer
- Publish Date: December 2012
- Dimensions: 9.1 x 6.1 x 0.9 inches
- Shipping Weight: 1.15 pounds
- Page Count: 262
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