Using representative-based clustering for nearest neighbor dataset editing

Proceedings - Fourth IEEE International Conference on Data Mining, ICDM 2004

Volumn , Issue , 2004, Pages 375-378

  Eick, Christoph F ^a   Zeidat, Nidal ^a   Vilalta, Ricardo ^a  

^a University of Houston   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CLUSTERING; DATASET; DATASET EDITING; EMPIRICAL EVALUATION;

ALGORITHMS; LEARNING SYSTEMS; PARAMETER ESTIMATION; SET THEORY; TREES (MATHEMATICS); WAVEFORM ANALYSIS;

DATA STRUCTURES;

EID: 19544361851     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDM.2004.10044     Document Type: Conference Paper

References (7)

1. Eick, C., Zeidat, N., and Zhao, Z., "Supervised Clustering Algorithms and Applications, submitted for publication.
2. Penrod, C. and Wagner, T., "Another look at the edited nearest neighbor rule", IEEE Trans. Syst., Man, Cyber., SMC-7:92-94, 1977.
3. th Symposium on the INTERFACE, Montreal, Canada, April 17-20, 2002.
4. University of California at Irving, Machine Learning Repository. http://www.ics.uci.edu/~mlearn/MLRepository.html
5. Wilson, D.L., "Asymptotic Properties of Nearest Neighbor Rules Using Edited Data", IEEE Transactions on Systems, Man, and Cybernetics, 2:408-420, 1972.
6. Zeidat, N., Eick, C., "Using k-medoid Style Algorithms for Supervised Summary Generation", Proceedings of MLMTA, Las Vegas, June 2004.
7. Zhao, Z., "Evolutionary Computing and Splitting Algorithms for Supervised Clustering", Master's Thesis, Dept. of Computer Science, University of Houston, May 2004.