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Paperback Multiobjective Genetic Algorithms for Clustering: Applications in Data Mining and Bioinformatics Book
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ISBN: 3642439632

ISBN13: 9783642439636

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

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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 Gene Expression Data.- References.- Index.

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Computers Computers & Technology

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