Clustering
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Описание:
The only thorough, comprehensive book available on clustering From two of the best–known experts in the field comes the first book to take a truly comprehensive look at clustering. The book begins with a complete introduction to cluster analysis in which readers will become familiarized with classification and clustering; definition of clusters; clustering applications; and theliterature of clustering algorithms. The authors then present a detailed outline of the book?s content and go on to explore: Proximity measures Hierarchical clustering Partition clustering Neural network–based clustering Kernel–based clustering Sequential data clustering Large–scale data clustering Data visualization and high–dimensional data clustering Cluster validation The authors assume no previous background in clustering and their generous inclusion of examples and...Похожие книги
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