Conference paper
Subspace clustering for hierarchical fuzzy system construction
2002 IEEE World Congress on Computational Intelligence. 2002 IEEE International Conference on Fuzzy Systems. FUZZ-IEEE'02. Proceedings (Cat. No.02CH37291), Vol.1
2002 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'02) (Honolulu, Hawaii, 12/05/2002–17/05/2002)
2002
Abstract
Hierarchical fuzzy systems are proposed to deal with the rule explosion problem of traditional fuzzy systems. The inference operations of the fuzzy systems are well established. The next step is to tackle the problem of finding subspaces for automated hierarchical fuzzy system construction. We propose a clustering technique designed specifically for this purpose. It is both theoretically and experimentally confirmed that the algorithm has reasonable accuracy and scalability
Details
- Title
- Subspace clustering for hierarchical fuzzy system construction
- Authors/Creators
- A. Chong (Author/Creator) - Murdoch UniversityT.D. Gedeon (Author/Creator) - Murdoch University
- Publication Details
- 2002 IEEE World Congress on Computational Intelligence. 2002 IEEE International Conference on Fuzzy Systems. FUZZ-IEEE'02. Proceedings (Cat. No.02CH37291), Vol.1
- Conference
- 2002 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'02) (Honolulu, Hawaii, 12/05/2002–17/05/2002)
- Identifiers
- 991005540936907891
- Murdoch Affiliation
- School of Information Technology
- Language
- English
- Resource Type
- Conference paper
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