Studying the behavior of a multiobjective genetic algorithm to design fuzzy rule-based classification systems for imbalanced data-sets

IEEE International Conference on Fuzzy Systems

Volumn , Issue , 2011, Pages 1239-1246

  Villar, Pedro ^a   Fernández, Alberto ^b   Herrera, Francisco ^a  

^a UNIVERSITY OF GRANADA   (Spain)

^b UNIVERSITY OF JAÉN   (Spain)

Author keywords

feature selection; Fuzzy Rule Based Classification Systems; granularity level; imbalanced data sets; Multiobjective Genetic Algorithms

Indexed keywords

CLASS DISTRIBUTIONS; EXPERIMENTAL ANALYSIS; FUZZY RULE BASED CLASSIFICATION SYSTEMS; GRANULARITY LEVELS; IMBALANCED DATA-SETS; LOW COMPLEXITY; MULTI-OBJECTIVE GENETIC ALGORITHM; MULTIOBJECTIVE APPROACH; OPEN PROBLEMS; REAL APPLICATIONS; SINGLE-OBJECTIVE GENETIC ALGORITHMS;

FEATURE EXTRACTION; FUZZY RULES; FUZZY SYSTEMS; MULTIOBJECTIVE OPTIMIZATION;

GENETIC ALGORITHMS;

EID: 80053085826     PISSN: 10987584     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FUZZY.2011.6007436     Document Type: Conference Paper

References (8)

1. A. S., Abutableb, "Improved trajectory estimation of maneuvering reentry vechicles using a nonlinear filter based on the pontryagin minimum principle," Proc. Of IEEE Iner. Radar Conf., New York, pp.424-429, 1985.
2. A. G., Lindgren, A. J., Irz, and S. C., Nardone, "Trajectory estimation with uncertain and nonassociated data," IEEE Trans. on Aerosp. And Electron. Syst., vol. AES-22, no. 1, pp.71-78, 1986.
3. N. J., Denis, "Space-based tactical ballistic missile launch parameter estimation," IEEE Trans. on Aerosp. And Electron, Syst., vol. 29, no 2, pp.412424, 1993.
4. Q. P., Chu, J. A., Mulder, and P. T. L. M., van Woerkom, "Modified recursive maximum likehood adaptive filter for nonlinear aircraft flight path reconstruction," J. Guidance, Contr., and Dyn., vol 19, no 6, pp.1285-1295, 1996.
5. Klein, V., Batterson, J. G., and Murphy, P/ C., "Determination of Airpplane Model Structure from Flight Data by Using modified Stepwise Regression," NASA TP-1916, 1981.
6. J. S. R., Jang, "ANFIS: Adaptive-network-based fuzzy inference systems", IEEE Trans. Syst., Man, and Cybern., vol. 23, no. 3, pp.665-685, 1993.
7. C. B., Chang, R. H., Whiting, and M., Athans, "On the state and parameter estimation for maneuvering reentry vehicles", IEEE Trans. Automat. Contr., vol. AC-22, no. 1, pp.99-105, 1977.
8. D. R., Manohar, and S., Krishnan, "Trajectory reconstruction during thrusting phase of rockets using differential corrections," J. Guidance, Contr., and Dyn., vol 8, no 3, pp.406-408, 1985.