Clustering |
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| Author:
| Xu, Rui
Wunsch, Don |
| Series title: | IEEE Press Series on Computational Intelligence Ser. |
| ISBN: | 978-0-470-38278-3 |
| Publication Date: | Nov 2008 |
| Publisher: | John Wiley & Sons, Incorporated
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| Imprint: | Wiley-IEEE Press |
| Book Format: | Digital download |
| List Price: | Contact Supplier contact
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Book Description:
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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...
More DescriptionThis 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.