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Clustering (IEEE Press Series on Computational Intelligence) {purestevil}release

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Clustering (IEEE Press Series on Computational Intelligence)







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Author(s) : Rui Xu, Don Wunsch

Publisher : Wiley-IEEE Press

Date       : 2008

Pages     : 364

Format    : PDF

ISBN-10  : 0470276800







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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