Learning spatially variant dissimilarity (SVaD) measures

KDD-2004 - Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining

Volumn , Issue , 2004, Pages 611-616

  Kummamuru, Krishna ^a   Krishnapuram, Raghu ^a   Agrawal, Rakesh ^b  

^a IBM RESEARCH INDIA   (India)

^b IBM ALMADEN RESEARCH CENTER   (United States)

Author keywords

Clustering; Learning Dissimilarity Measures

Indexed keywords

ADAPTIVE ALGORITHMS; COMPUTATIONAL METHODS; CONVERGENCE OF NUMERICAL METHODS; DATA STRUCTURES; DATABASE SYSTEMS; KNOWLEDGE ENGINEERING; NUMBER THEORY; SET THEORY;

ADAPTIVE DISTANCE DYNAMIC CLUSTERS (ADDC); CLUSTERING ALGORITHMS; DATA SETS; LEARNING DISSIMILARITY MEASURES;

DATA MINING;

EID: 12244271734     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1014052.1014128     Document Type: Conference Paper

References (10)

1. J. C. Bezdek and R. J. Hathaway. Some notes on alternating optimization. In Proceedings of the 2002 AFSS International Conference on Fuzzy Systems. Calcutta, pages 288-300. Springer-Verlag, 2002.
2. A. P. Dempster, N. M. Laird, and Rubin. Maximum likelihood from incomplete data via the EM algorithm. Journal Royal Statistical Society B, 39(2): 1-38, 1977.
3. I. S. Dhillon and D. S. Modha. Concept decompositions for large sparse text data using clustering. Machine Learning, 42(1): 143-175, January 2001.
4. E. Diday and J. C. Simon. Cluster analysis. In K. S. Fu, editor, Pattern Recognition, pages 47-94. Springer-Verlag, 1976.
5. H. Frigui and O. Nasraoui. Simultaneous clustering and attribute discrimination. In Proceedings of FUZZIEEE, pages 158-163, San Antonio, 2000.
6. H. Frigui and O. Nasraoui. Simultaneous categorization of text documents and identification of cluster-dependent keywords. In Proceedings of FUZZIEEE, pages 158-163, Honolulu, Hawaii, 2001.
7. D. E. Gustafson and W. C. Kessel. Fuzzy clustering with the fuzzy covariance matrix. In Proceedings of IEEE CDC, pages 761-766, San Diego, California, 1979.
8. R. Krishnapuram and J. Kim. A note on fuzzy clustering algorithms for Gaussian clusters. IEEE Transactions on Fuzzy Systems, 7(4):453-461, Aug 1999.
9. Y. Rui, T. S. Huang, and S. Mehrotra. Relevance feedback techniques in interactive content-based image retrieval. In Storage and Retrieval for Image and Video Databases (SPIE), pages 25-36, 1998.
10. N. Slonim and N. Tishby. Document clustering using word clusters via the information bottleneck method. In Proceedings of SIGIR, pages 208-215, 2000.