Feature selection using fuzzy objective functions

2009 International Fuzzy Systems Association World Congress and 2009 European Society for Fuzzy Logic and Technology Conference, IFSA-EUSFLAT 2009 - Proceedings

Volumn , Issue , 2009, Pages 1673-1678

  Vieira, Susana M ^a   Sousa, João M C ^a   Kaymak, Uzay ^b  

^a INSTITUTO SUPERIOR TÉCNICO   (Portugal)

^b Erasmus University Rotterdam   (Netherlands)

Author keywords

Ant colony optimization; Feature selection; Fuzzy decision functions

Indexed keywords

ANT COLONY OPTIMIZATION (ACO); ANT COLONY OPTIMIZATION ALGORITHMS; CLASSIFICATION ACCURACY; CLASSIFICATION ERRORS; DATA PREPROCESSING; FUZZY DECISION; FUZZY DECISION MAKING; FUZZY OBJECTIVE FUNCTION; HIGHLY-CORRELATED; MODELING PROBLEMS; MULTICRITERIA OPTIMIZATION; OPTIMIZATION ALGORITHMS; REAL WORLD DATA;

ALGORITHMS; FEATURE EXTRACTION; FUZZY LOGIC; FUZZY SYSTEMS;

DATA MINING;

EID: 78549251550     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. H. Motoda H. Liu. Feature Selection for Knowledge Discovery and Data Mining. Kluwer Academic Publishers, 1998.
2. H. J. Zimmermann. Description and optimization of fuzzy systems. International Journal of General Systems, 2:209-215, 1976.
3. R. E. Bellman and L. A. Zadeh. Decision-making in a fuzzy environment. Management Science, 17(4):141-164, 1970.
4. U. Kaymak and J.M. Sousa. Weighted constraint aggregation in fuzzy optimization. Constraints, 8(1):61-78, January 2003.
5. U. Kaymak and H. R. van Nauta Lemke. A sensitivity analysis approach to introducing weight factors into decision functions in fuzzy multicriteria decision making. Fuzzy Sets and Systems, 97(2):169-182, July 1998.
6. L. F. Mendonça, S. M. Vieira, and J. M. C. Sousa. Decision tree search methods in fuzzy modeling and classification. International Journal of Approximate Reasoning, 44(2):106-123, 2007.
7. T. Takagi and M. Sugeno. Fuzzy identification of systems and its applications to modelling and control. IEEE Transactions on Systems, Man and Cybernetics, 15(1):116-132, 1985.
8. M. Dorigo. Optimization, Learning and Natural Algorithms (in Italian). PhD thesis, 1992.
9. C. A. Silva, J. M. C. Sousa, and T. A. Runkler. Rescheduling and optimization of logistic processes using GA and ACO. Engineering Applications of Artificial Intelligence, 21(3):343-352, 2007.
10. C. A. Silva, J. M. C. Sousa, T. A. Runkler, and J. M. G. Sá da Costa. Distributed optimization of a logistic system and its suppliers using ant colony optimization. International Journal of Systems Science, 37(8):503-512, 2006.
11. Marco Dorigo, M. Birattari, and T. Stützle. Ant colony optimization. IEEE Computational Intelligence Magazine, 1(4):28-39, 2006.
12. R. O. Duda, P. E. Hart, and D. G Stork. Pattern Classification, Second Edition. Wiley-Interscience Publication, 2001.
13. A. Asuncion and D.J. Newman. UCI machine learning repository, 2007.