A Kernel-based fuzzy clustering algorithm

First International Conference on Innovative Computing, Information and Control 2006, ICICIC'06

Volumn , Issue , 2006, Pages 550-553

  Wang, Jiun Hau ^a   Lee, Wan Jui ^a   Lee, Shie Jue ^a  

^a NATIONAL SUN YAT SEN UNIVERSITY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; BOOLEAN FUNCTIONS; CLUSTER ANALYSIS; CLUSTERING ALGORITHMS; COMPUTATIONAL METHODS; EVOLUTIONARY ALGORITHMS; FLOW OF SOLIDS; FUNCTION EVALUATION; FUZZY LOGIC; FUZZY SETS; FUZZY SYSTEMS; MICROFLUIDICS; SCHEDULING ALGORITHMS;

DATA PATTERNS; FEATURE SPACES; FUZZY CLUSTERING ALGORITHMS; HIGH-DIMENSIONAL FEATURE SPACE; INCREMENTAL CLUSTERING; INTERNATIONAL CONFERENCES; KERNEL FUNCTIONS; PROJECT DATA;

FUZZY CLUSTERING;

EID: 45849100912     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICICIC.2006.7     Document Type: Conference Paper

References (7)

1. V. Vapnik., The Nature of Statistical Learning Theory, New York: Springer Verlag, 1995.
2. R. T. Ng and J. Han, "CLARANS: A Method for Clustering Objects for Spatial Data Mining," IEEE Transactions on Knowledge and Data Engineering, vol. 14, no. 5, pp. 1003-1015, 2002.
3. J. Sander, M. Ester, H. P. Kriegel, and X. Xu, "Density Based Clustering in Spatial Databases: The Algorithm GDBSCAN and its Applications," Data Mining and Knowledge Discovery, vol. 2, no. 2, pp. 169-194, 1998.
4. M.H. Dunham, "Data Mining Introductory and Advanced Topics," Pearson Education, New Jersey, 2003.
5. J. Shawe-Taylor and N. Cristianini, Kernel Methods for Pattern Analysis, Cambridge, UK: Cambridge University Press, 2004.
6. A. Ben-Hur, H. T. Siegelmann, and V. N. Vapnik, "A Support Vector Clustering Method," in Proceedings of International Conference on Pattern Recognition, vol. 2, pp. 728-732, 2000.
7. S. J. Lee and C. S. Ouyang, "A Neuro-Fuzzy System Modeling with Self-Constructing Rule Generation and Hybrid SVD-Based Learning," IEEE Transactions on Fuzzy Systems, vol. 11, no. 3, pp. 341-353, 2003.