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

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Description


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.


Product Details
ISBN: 9783642439636
ISBN-10: 3642439632
Publisher: Springer
Publication Date: November 23rd, 2014
Pages: 281
Language: English