Multiobjective Genetic Algorithms for Clustering: Applications in Data Mining and Bioinformatics

by Anirban Mukhopadhyay, Sanghamitra Bandyopadhyay, Ujjwal Maulik

Book Overview

Introduction.- Genetic Algorithms and Multiobjective Optimization.- Data Mining Fundamentals.- Computational Biology and Bioinformatics.- Multiobjective Genetic-Algorithm-Based Fuzzy Clustering.- Combining Pareto-Optimal Clusters Using Supervised Learning.- Two-Stage Fuzzy Clustering.- Clustering Categorical Data in a Multiobjective Framework.- Unsupervised Cancer Classification and Gene Marker Identification.- Multiobjective Biclustering in Microarray...

• Format: Paperback
• Language: English
• ISBN: 3642439632
• ISBN13: 9783642439636
• Release Date: November 2014
• Publisher: Springer
• Length: 281 Pages
• Weight: 0.93 lbs.
• Dimensions: 0.6" x 6.1" x 9.2"