{
"item_title" : "Multiobjective Genetic Algorithms for Clustering",
"item_author" : [" Ujjwal Maulik", "Sanghamitra Bandyopadhyay", "Anirban Mukhopadhyay "],
"item_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.",
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Multiobjective Genetic Algorithms for Clustering : Applications in Data Mining and Bioinformatics
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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Details
- ISBN-13: 9783642439636
- ISBN-10: 3642439632
- Publisher: Springer
- Publish Date: November 2014
- Dimensions: 9.21 x 6.14 x 0.63 inches
- Shipping Weight: 0.93 pounds
- Page Count: 281
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