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Multiobjective Genetic Algorithms for Clustering: Applications in Data Mining and Bioinformatics
Paperback
General ComputersGeneral Science
ISBN13: 9783642439636
Publisher: Springer Nature
Published: Nov 23 2014
Pages: 281
Weight: 0.93
Height: 0.63 Width: 6.14 Depth: 9.21
Language: English
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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