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Clustering

Rui Xu, Don Wunsch




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 | #2205295 in Books |  2008-10-24 | Original language:English | PDF # 1 |  9.55 x1.05 x6.48l,1.40 | File type: PDF | 368 pages

||6 of 6 people found the following review helpful.| Clusters of methods|By G. N. Reeke|This book covers the range of categorization algorithms very broadly and in an easily understood fashion, but without a lot of depth. Many software packages are mentioned and given a few paragraphs each. For my taste, too many pages are devoted to summaries of various applications rather than, say, more discussion of the relative merits of t| |“This book provides a comprehensive and thorough presentation of this research area, describing some of the most important clustering algorithms proposed in research literature.” (Computing s, June 2009) |"The book covers a lot of ground i

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 thei...

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