| Clustering Contributor(s): Xu, Rui (Author), Wunsch, Don (Author) |
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ISBN: 0470276800 ISBN-13: 9780470276808 Publisher: Wiley-IEEE Press OUR PRICE: $167.15 Product Type: Hardcover - Other Formats Published: October 2008 Annotation: Written by two of the best-known experts in the field, Clustering is the only thoroughly comprehensive text on the subject currently available. The book looks at the full range of clustering and provides enough detail to allow users to select the method that best fits their application. A generous use of examples and references make the subject matter clear for readers of different levels, including graduate students, computer scientists, and applied mathematicians. |
| Additional Information |
| BISAC Categories: - Computers | Intelligence (ai) & Semantics - Mathematics | Probability & Statistics - General |
| Dewey: 519.53 |
| Series: IEEE Press Series on Computational Intelligence |
| Physical Information: 0.9" H x 6.4" W x 9.3" (1.4 lbs) 368 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: 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. |