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Knowledge-based clustering : from data to information granules /
"This is must reading for researchers, professionals, and students interested in clustering, fuzzy clustering, unsupervised learning, neural networks, fuzzy sets, pattern recognition, and system modeling. With the author's emphasis on mastering the prerequisites, coupled with carefully con...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Hoboken, N.J. :
Wiley,
©2005.
|
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 100 | 1 | |a Pedrycz, Witold, |d 1953- |1 https://id.oclc.org/worldcat/entity/E39PBJB49VDKRW38vKvvX3q84q | |
| 245 | 1 | 0 | |a Knowledge-based clustering : |b from data to information granules / |c Witold Pedrycz. |
| 260 | |a Hoboken, N.J. : |b Wiley, |c ©2005. | ||
| 300 | |a 1 online resource (xvii, 316 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a data file | ||
| 504 | |a Includes bibliographical references (pages 297-313) and index. | ||
| 505 | 0 | |a 1. Clustering and fuzzy clustering -- 2. Computing with granular information : fuzzy sets and fuzzy relations -- 3. Logic-oriented neurocomputing -- 4. Conditional fuzzy clustering -- 5. Clustering with partial supervision -- 6. Principles of knowledge-based guidance in fuzzy clustering -- 7. Collaborative clustering -- 8. Directional clustering -- 9. Fuzzy relational clustering -- 10. Fuzzy clustering of heterogeneous patterns -- 11. Hyperbox models of granular data : the Tchebyschev FCM -- 12. Genetic tolerance fuzzy neural networks -- 13. Granular prototyping -- 14. Granular mappings -- 15. Linguistic modeling. | |
| 520 | 1 | |a "This is must reading for researchers, professionals, and students interested in clustering, fuzzy clustering, unsupervised learning, neural networks, fuzzy sets, pattern recognition, and system modeling. With the author's emphasis on mastering the prerequisites, coupled with carefully constructed practical examples and experiments, readers will be well on their way to becoming knowledge-based clustering experts themselves."--Jacket | |
| 588 | 0 | |a Print version record. | |
| 506 | |3 Use copy |f Restrictions unspecified |2 star |5 MiAaHDL | ||
| 533 | |a Electronic reproduction. |b [Place of publication not identified] : |c HathiTrust Digital Library, |d 2010. |5 MiAaHDL | ||
| 538 | |a Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002. |u http://purl.oclc.org/DLF/benchrepro0212 |5 MiAaHDL | ||
| 583 | 1 | |a digitized |c 2010 |h HathiTrust Digital Library |l committed to preserve |2 pda |5 MiAaHDL | |
| 590 | |a ProQuest Ebook Central |b Ebook Central Academic Complete | ||
| 650 | 0 | |a Soft computing. | |
| 650 | 0 | |a Granular computing. | |
| 650 | 0 | |a Fuzzy systems. | |
| 650 | 6 | |a Informatique douce. | |
| 650 | 6 | |a Calcul granulaire. | |
| 650 | 6 | |a Systèmes flous. | |
| 650 | 7 | |a COMPUTERS |x Enterprise Applications |x Business Intelligence Tools. |2 bisacsh | |
| 650 | 7 | |a COMPUTERS |x Intelligence (AI) & Semantics. |2 bisacsh | |
| 650 | 7 | |a Fuzzy systems |2 fast | |
| 650 | 7 | |a Granular computing |2 fast | |
| 650 | 7 | |a Soft computing |2 fast | |
| 653 | |a Electrical and Electronics Engineering. | ||
| 653 | |a FACsci | ||
| 653 | |a ER |a Internet |a Book |a Full text | ||
| 758 | |i has work: |a Knowledge-based clustering (Text) |1 https://id.oclc.org/worldcat/entity/E39PCGygBmT8wgDYc3KwrBgTxP |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
| 776 | 0 | 8 | |i Print version: |a Pedrycz, Witold, 1953- |t Knowledge-based clustering. |d Hoboken, N.J. : Wiley, ©2005 |w (DLC) 2004054805 |w (OCoLC)55877252 |
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