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

By Sanghamitra Bandyopadhyay and Sriparna Saha

Book 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.

• Format: Paperback
• Language: English
• ISBN: 3642428363
• ISBN13: 9783642428364
• Release Date: January 2015
• Publisher: Springer
• Length: 262 Pages
• Weight: 0.88 lbs.
• Dimensions: 0.6" x 6.1" x 9.2"