Mapping of ordinal feature values to numerical values through fuzzy clustering

IEEE International Conference on Fuzzy Systems

Volumn , Issue , 2008, Pages 732-737

  Lee, Mahnhoon ^a  

^a THOMPSON RIVERS UNIVERSITY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

DATA STRUCTURES; FUZZY CLUSTERING; FUZZY LOGIC; FUZZY SETS; FUZZY SYSTEMS; LABELS;

FEATURE TYPES; FUZZY PARTITIONS; INFORMATION STRUCTURES; NUMERICAL VALUES; OBJECT SETS; ORDINAL FEATURES;

CONFORMAL MAPPING;

EID: 55349143856     PISSN: 10987584     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FUZZY.2008.4630451     Document Type: Conference Paper

References (10)

1. D. J. Navarro and M. D. Lee, "Common and Distinctive Features in Stimulus Similarity: A Modifed Version of the Contrast Model," Psychonomic Bulletin & Review, vol. 11, pp. 961-974, 2004.
2. A. Tversky, "Features of Similarity," Psychological Review, vol. 84, pp. 327-352, 1977.
3. J. C. Dunn, "A Fuzzy Relative of the ISODATA Process and Its Use in Detecting Compact Well-Separated Clusters," Journal of Cybernetics, vol. 3, pp. 32-57, 1973.
4. J. C. Bezdek, Pattern Recognition with Fuzzy Objective Function Algorithms. New York: Plenum Press, 1981.
5. A. P. Dempster, N. M. Laird, and R. D. B., "Maximum-Likelihood from Incomplete Data via the EM Algorithm," Journal of the Royal Statistical Society, vol. B, pp. 1-38, 1977.
6. S. Zhong and J. Ghosh, "A Unified Framework for Model-based Clustering," Journal of Machine Learning Research, vol. 4, pp. 1001-1037, 2003.
7. W. Pedrycz, V. Loia, and S. Senatore, "P-FCM: A Proximity-Based Fuzzy Clustering," Fuzzv Sets and Systems, vol. 148, pp. 21-41, 2004.
8. M. Lee, "Fuzzy Cluster Validity Index Based on Object Proximities Defined over Fuzzy Partition Matrices," presented at IEEE International Conference on Fuzzy Systems, Hong Kong, China, 2008.
9. R. K. Brouwer, "A Method for Fuzzy Clustering with Ordinal Attributes," International Journal of Intelligent Systems, vol. 22, pp. 599-620, 2007.
10. M. Lee and R. K. Brouwer, "Fuzzy Clustering and Mapping of Ordinal Values to Numerical," presented at IEEE Symposium on Foundations of Computational Intelligence, Hawaii, U.S.A., 2007.