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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...
| Clasificación: | Libro Electrónico |
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| Otros Autores: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Boca Raton, FL :
CRC Press,
©2014.
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| Colección: | Chapman & Hall/CRC data mining and knowledge discovery series.
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| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
| Sumario: | 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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| Notas: | "A Chapman & Hall book." |
| Descripción Física: | 1 online resource (xxvi, 620 pages) : illustrations |
| Bibliografía: | Includes bibliographical references. |
| ISBN: | 1466558210 9781466558212 9781466558229 1466558229 9781322631028 1322631026 |