A rejection-based possibilistic classifier and its parameters learning

1998 IEEE International Conference on Fuzzy Systems Proceedings - IEEE World Congress on Computational Intelligence

Volumn 2, Issue , 1998, Pages 1423-1428

  Frelicot C ^a  

^a UNIVERSITÉ DE LA ROCHELLE   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; LEARNING SYSTEMS; MEMBERSHIP FUNCTIONS; STATISTICAL METHODS;

REJECTION-BASED POSSIBILISTIC CLASSIFIER;

PATTERN RECOGNITION SYSTEMS;

EID: 0031629540     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FUZZY.1998.686328     Document Type: Conference Paper

References (10)

1. J.C. Bezdek, T.R. Reichherzer, G. Lim, Y. Attikiouzel, Classification with multiple prototypes, in Proc. 5th I.E.E.E. International Conference on Fuzzy Systems, New-Orleans, LA, 626-632, 1996.
2. B. Dubuisson, M.H. Masson, A statistical decision rule with incomplete knowledge about classes, Pattern Recognition, 26, 155-165, 1993.
3. T.M. Ha, The optimum class-selective rejection rule, I.E.E.E. Trans, on Pattern Analysis and Machine Intelligence, 19, 608-615, 1997.
4. C. Frélicot, Multiprototype based fuzzy classification and reject options, in Proc. 5th I.E.E.E. International Conference on Fuzzy Systems, New-Orleans, LA, 3, 2026-2031, 1996.
5. B. Dubuisson, M.H. Masson, C. Frelicot, Some topics in using pattern recognition for system diagnosis, Engineering simulation, 13, 863-888, 1996.
6. C. Frelicot, M.H. Masson, B. Dubuisson, Reject options in fuzzy pattern classification rules, in Proc. 3rd European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany, 3, 1459-1464, 1995.
7. R. Krishnapuram, J.M. Keller, A possibilistic approach to clustering, I.E.E.E. Trans, on Fuzzy Systems, 1 (2), 98-110, 1993.
8. R. N. Dave, Characterization and detection of noise in clustering, Pattern Recognition Letters, 12, 657-664, 1991.
9. R.N. Dave, R. Krishnapuram, Robust clustering methods: a unified view, I.E.E.E. Trans, on Fuzzy Systems, 5 (2), 270-293, 1997.
10. C. Frélicot, Learning rejection thresholds for a class of fuzzy classifiers from possibilistic clustered noisy data, in Proc. 7th International Fuzzy Systems Association Worldcongress, Prague, Czech Republic, 3, 111-116, 1997.