Feature selection with fuzzy decision reducts

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5009 LNAI, Issue , 2008, Pages 284-291

  Cornelis, Chris ^a   Martín, Germán Hurtado ^a,b   Jensen, Richard ^c   Ślȩzak, Dominik ^d  

^a GHENT UNIVERSITY   (Belgium)

^b UNIVERSITY COLLEGE GHENT   (Belgium)

^c ABERYSTWYTH UNIVERSITY   (United Kingdom)

^d INFOBRIGHT INC   (Canada)

Author keywords

Classification; Decision reducts; Fuzzy sets; Rough sets

Indexed keywords

CLASSIFICATION (OF INFORMATION); DATA REDUCTION; DECISION THEORY; FUZZY SETS; ROUGH SET THEORY;

DECISION REDUCTS; FUZZY DECISION; ROUGH SET FRAMEWORK;

FEATURE EXTRACTION;

EID: 44649178388     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-79721-0_41     Document Type: Conference Paper

References (10)

1. Chen, D., Tsang, E., Zhao, S.: An approach of attributes reduction based on fuzzy rough sets. In: IEEE Int. Conf. on Systems, Man, and Cybernetics, pp. 486-491 (2007)
2. Chen, D., Tsang, E., Zhao, S.: Attribute Reduction Based on Fuzzy Rough Sets. In: Int. Conf. on Rough Sets and Intelligent Systems Paradigms, pp. 381-390 (2007)
3. Jensen, R., Shen, Q.: Fuzzy-rough sets assisted attribute selection. IEEE Transactions on Fuzzy Systems 15(1), 73-89 (2007)
4. Jensen, R., Shen, Q.: New approaches to fuzzy-rough feature selection. IEEE Transactions on Fuzzy Systems (to appear)
5. Pawlak, Z.: Rough sets. International Journal of Computer and Information Sciences 11(5), 341-356 (1982)
6. Radzikowska, A., Kerre, E.: A comparative study of fuzzy rough sets. Fuzzy Sets and Systems 126, 137-156 (2002)
7. Skowron, A., Rauszer, C.: The Discernibility Matrices and Functions in Information Systems. In: Słowiński, R. (ed.) Intelligent Decision Support: Handbook of Applications and Advances of the Rough Sets Theory, pp. 331-362. Kluwer Academic Publishers, Dordrecht (1992)
8. Wang, X., Tsang, E., Zhao, S., Chen, D., Yeung, D.: Learning fuzzy rules from fuzzy samples based on rough set technique. Information Sciences 177, 4493-4514 (2007)
9. Witten, I., Frank, E.: Data Mining: Practical machine learning tools and techniques, 2nd edn. Morgan Kaufmann, San Francisco (2005)
10. Zadeh, L.: Fuzzy sets. Information and Control 8, 338-353 (1965)