Knowledge-based clustering from data to information granules /

Main Author: Pedrycz, Witold, 1953-
Corporate Author: Wiley, John and Sons
Format: Book
Language:English
Published: Hoboken, N.J.: Wiley, c2005
Subjects:
Online Access:http://login.proxy.eap.gr/login?url=http://dx.doi.org/10.1002/0471708607
Table of Contents:
  • 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.