Data clustering algorithms and applications
This title covers clustering, from basic methods to more refined and complex data clustering approaches, paying special attention to recent issues in graphs, social networks, and other domains. It presents core methods for data clustering, including probabilistic, density- and grid-based, and spectr...
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| Format: | eBook |
| Language: | English |
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Boca Raton, FL
CRC Press
2014
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| Series: | Chapman & Hall/CRC data mining and knowledge discovery series
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| Collection: | O'Reilly - Collection details see MPG.ReNa |
| Summary: | This title covers clustering, from basic methods to more refined and complex data clustering approaches, paying special attention to recent issues in graphs, social networks, and other domains. It presents core methods for data clustering, including probabilistic, density- and grid-based, and spectral clustering and explores various problems and scenarios pertaining to multimedia, text, biological, categorical, network, streams, and uncertain data |
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| Item Description: | "A Chapman & Hall book." |
| Physical Description: | xxvi, 620 pages illustrations |
| ISBN: | 1466558229 1466558210 9781322631028 9781466558229 9781466558212 |