An improved combination feature selection based on relieff and genetic algorithm

ICCSE 2010 - 5th International Conference on Computer Science and Education, Final Program and Book of Abstracts

Volumn , Issue , 2010, Pages 1340-1343

  Wang, Xu ^a   Wang, Beizhan ^a   Shi, Liang ^a   Chen, Minkui ^a  

^a XIAMEN UNIVERSITY   (China)

Author keywords

Feature selection; Genetic algorithms; ReGA; ReliefF

Indexed keywords

FEATURE SELECTION; FEATURE SELECTION ALGORITHM; INITIAL POPULATION; OPTIMAL SOLUTIONS; REGA; RELIEFF;

COMPUTER SCIENCE; EDUCATION COMPUTING; ENGINEERING EDUCATION; GENETIC ALGORITHMS;

FEATURE EXTRACTION;

EID: 78649419924     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCSE.2010.5593712     Document Type: Conference Paper

References (10)

1. A.K. Jain and B.Chandrasekaran. "Dimensionality and sample size considerations," In P. R. Krishnaiah and L.N.Kanal, editors, Pattern Recognition Practice, 2(39), 1982, pp. 835-855.
2. M.J.Martin-Bautista and M.A.Vila. "A Survey of Genetic Feature Selection in Mining Issues," Proc.1999 Congress on Evolutionary Computation (CEC '99), 1999-July. pp. 1314-1314.
3. Principles of Visual Information Retrieval. M.S. Lew, ed., Springer, 2001.
4. S.Puuronen, A.Tsymbal and I. Skrypnik. "Advanced Local Feature Selection in Medical Diagnostics," Proc.13th IEEE Symp. Computer-Based Medical Systems, 2000, pp. 25-30.
5. K. Kira and L.A.Rendell. "The feature selection problem: Traditional methods and a new algorithm," Proceedings of Ninth National Conference on Artificial Intelligence, 1992, pp. 129-134.
6. Jihoon Yang, and V.G. Honavar, "Feature Subset Selection Using a Genetic Algorithm," IEEE Intelligent Systems, 13(2), 1998, pp. 44-49.
7. W.Siedlecki and J.Sklansky. "A note on genetic algorithm for large-scale feature selection," Pattern Recognition Letters, 10(11), 1989, pp. 335-347.
8. M.Dash and H.Liu. "Feature Selection for Classification," Intelligent Data Analysis. Elsevier, 1(3), 1997.
9. Zhaoqi Bian and Xuegong Zhang. Pattern Recognition. Beijing, China. Tsinghua University Press, 2000.
10. Kononenko I. "Estimation attributes: analysis and extensions of RELIEF," Proceedings of the 1994 European Conference on Machine Learning, 1994, pp. 171-182.