Programming Clustering (0470276800)

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Programming Clustering

Posted on 2010-03-15

Name:	Programming Clustering
ASIN/ISBN:	0470276800
Language:	English
File size:	4.7 Mb
Publish Date:	2008-10-24
ISBN:	0470276800
Pages:	358 pages
File Type:	PDF
File Size:	4,7 MB
Other Info:	Wiley-IEEE Press

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Rui Xu, Don Wunsch, "Clustering"

This is the first book to take a truly comprehensive look at clustering. It begins with an introduction to cluster analysis and goes 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; and cluster validation. The authors assume no previous background in clustering and their generous inclusion of examples and references help make the subject matter comprehensible for readers of varying levels and backgrounds.

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