Advanced data preprocessing using fuzzy clustering techniques

Fuzzy Sets and Systems

Volumn 85, Issue 2, 1997, Pages 155-164

  Genther, Harald ^a   Glesner, Manfred ^a  

^a DARMSTADT UNIVERSITY OF TECHNOLOGY   (Germany)

Author keywords

Cluster analysis; Data preprocessing; Fuzzy logic; Pattern recognition

Indexed keywords

ALGORITHMS; CALCULATIONS; DATA PROCESSING; DATA STRUCTURES; ESTIMATION; MATHEMATICAL TRANSFORMATIONS; MATRIX ALGEBRA; PATTERN RECOGNITION; VECTORS;

CLUSTER ANALYSIS; DATA PREPROCESSING; FUZZY CLASSIFICATION SYSTEM; FUZZY CLUSTERING; FUZZY MAXIMUM LIKELIHOOD ESTIMATION;

FUZZY SETS;

EID: 0030735890     PISSN: 01650114     EISSN: None     Source Type: Journal    
DOI: 10.1016/0165-0114(95)00358-4     Document Type: Article

References (6)

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3. I. Oath and A.B. Geva, Unsupervised optimal fuzzy clustering, IEEE Trans. Pattern Anal. Mach. Intelligence 11 (1989) 773-781.
4. H. Genther and M. Glesner, Automatic generation of a fuzzy classification system using fuzzy clustering methods, In: ACM Symp. on Applied Computing (SAC '94) (Phoenix, Arizona, March 1994) 180-183.
5. H. Genther, A. König and M. Glesner, Rule weight generation for a fuzzy classification system based on fuzzy clustering methods, In: IEEE Internat. Conf. on Fuzzy Systems, Orlando (June/July 1994) 614-617.
6. M. Sugeno and T. Yasukawa, A fuzzy-logic-based approach to qualitative modeling, IEEE Trans. Fuzzy Systems (1993) 7-31.