Genetic feature selection for optimal functional link artificial neural network in classification

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

Volumn 5326 LNCS, Issue , 2008, Pages 156-163

  Dehuri, Satchidananda ^a   Mishra, Bijan Bihari ^b   Cho, Sung Bae ^a  

^a Yonsei University   (South Korea)

^b Biju Pattnaik University of Technology   (India)

Author keywords

Classification; Data mining; FLANN; Genetic algorithm; RBF

Indexed keywords

DATA MINING; GENETIC ALGORITHMS; MULTILAYER NEURAL NETWORKS; NETWORK LAYERS; RADIAL BASIS FUNCTION NETWORKS;

EXTENSIVE SIMULATIONS; FLANN; FUNCTIONAL LINK ARTIFICIAL NEURAL NETWORKS; HYBRID FUNCTIONAL; INPUT FEATURES; OPTIMAL SUBSETS; PREDICTIVE INFORMATION; RADIAL BASIS FUNCTION NEURAL NETWORKS;

CLASSIFICATION (OF INFORMATION);

EID: 58049124482     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-88906-9_20     Document Type: Conference Paper

References (9)

1. Kriegel, H.-P., et al.: Future Trends in Data Mining. Data Mining and Knowledge Discovery 15(1), 87-97 (2007)
2. Ghosh, A., Dehuri, S., Ghosh, S.: Multi-objective Evolutionary Algorithms for Knowledge Discovery from Databases. Springer, Heidelberg (2008)
3. Misra, B.B., Dehuri, S.: Functional Link Artificial Neural Network for Classification Task in Data Mining. Journal of Computer Science 3(12), 948-955 (2007)
4. Oh, I.-S., et al.: Hybrid Genetic Algorithms for Feature Selection. IEEE Transactions on Pattern Analysis and Machine Intelligence 20(11), 1424-1437 (2004)
5. Goldberg, D.E.: Genetic Algorithms in Search, Optimization and Machine Learning. Morgan Kaufmann, San Francisco (1989)
6. Zhang, G.P.: Neural Networks for Classification: A Survey. IEEE Transactions on Systems, Man, Cybernetics-Part C: Application and Reviews 30(4), 451-461 (2000)
7. Pao, Y.-H., et al.: Neural-net Computing and Intelligent Control Systems. International Journal of Control 56(2), 263-289 (1992)
8. Blake, C.L., Merz, C.J.: UCI Repository of Machine Learning Databases, http://www.ics.uci.edu/~mlearn/MLRepository.html
9. Pal, S.K., Majumdar, D.D.: Fuzzy Sets and Decision Making Approaches in Vowel and Speaker Recognition. IEEE Transactions on Systems, Man, and Cybernetics 7, 625-629 (1977)