Knowledge-based clustering: from data to information granules
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Hoboken, N.J.
Wiley
©2005
|
| Subjects: | |
| Online Access: | Volltext |
| Item Description: | "A Wiley-Interscience publication.". - 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 Includes bibliographical references (pages 297-313) and index 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 "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 |
| Physical Description: | 1 Online-Ressource (xvii, 316 pages) |
| ISBN: | 0471708593 9780471708599 0471708607 9780471708605 |
Staff View
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| indexdate | 2024-07-10T07:13:53Z |
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| isbn | 0471708593 9780471708599 0471708607 9780471708605 |
| language | English |
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| spelling | Pedrycz, Witold Verfasser aut Knowledge-based clustering from data to information granules Witold Pedrycz Hoboken, N.J. Wiley ©2005 1 Online-Ressource (xvii, 316 pages) txt rdacontent c rdamedia cr rdacarrier "A Wiley-Interscience publication.". - 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 Includes bibliographical references (pages 297-313) and index 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 "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 Informatique douce Calcul granulaire Systèmes flous COMPUTERS / Enterprise Applications / Business Intelligence Tools bisacsh COMPUTERS / Intelligence (AI) & Semantics bisacsh Fuzzy systems fast Granular computing fast Soft computing fast Soft computing Granular computing Fuzzy systems Erscheint auch als Druck-Ausgabe, Hardcover 0-471-46966-1 Erscheint auch als Druck-Ausgabe, Hardcover 978-0-471-46966-7 http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=131762 Aggregator Volltext |
| spellingShingle | Pedrycz, Witold Knowledge-based clustering from data to information granules Informatique douce Calcul granulaire Systèmes flous COMPUTERS / Enterprise Applications / Business Intelligence Tools bisacsh COMPUTERS / Intelligence (AI) & Semantics bisacsh Fuzzy systems fast Granular computing fast Soft computing fast Soft computing Granular computing Fuzzy systems |
| title | Knowledge-based clustering from data to information granules |
| title_auth | Knowledge-based clustering from data to information granules |
| title_exact_search | Knowledge-based clustering from data to information granules |
| title_full | Knowledge-based clustering from data to information granules Witold Pedrycz |
| title_fullStr | Knowledge-based clustering from data to information granules Witold Pedrycz |
| title_full_unstemmed | Knowledge-based clustering from data to information granules Witold Pedrycz |
| title_short | Knowledge-based clustering |
| title_sort | knowledge based clustering from data to information granules |
| title_sub | from data to information granules |
| topic | Informatique douce Calcul granulaire Systèmes flous COMPUTERS / Enterprise Applications / Business Intelligence Tools bisacsh COMPUTERS / Intelligence (AI) & Semantics bisacsh Fuzzy systems fast Granular computing fast Soft computing fast Soft computing Granular computing Fuzzy systems |
| topic_facet | Informatique douce Calcul granulaire Systèmes flous COMPUTERS / Enterprise Applications / Business Intelligence Tools COMPUTERS / Intelligence (AI) & Semantics Fuzzy systems Granular computing Soft computing |
| url | http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=131762 |
| work_keys_str_mv | AT pedryczwitold knowledgebasedclusteringfromdatatoinformationgranules |