Fuzzy extreme learning machine for classification

Electronics Letters

Volumn 49, Issue 7, 2013, Pages 447-448

  Zhang, W B ^a   Ji, H B ^a  

^a XIDIAN UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

EXTREME LEARNING MACHINE; FUZZY MATRIX; FUZZY MEMBERSHIP; IMBALANCE PROBLEM; LEARNING SPEED; REAL APPLICATIONS;

KNOWLEDGE ACQUISITION; LEARNING SYSTEMS;

PROBLEM SOLVING;

EID: 84877768115     PISSN: 00135194     EISSN: None     Source Type: Journal    
DOI: 10.1049/el.2012.3642     Document Type: Article

References (7)

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3. Huang, G.B., Ding, X.J., and Zhou, H.M.: 'Optimization method based extreme learning machine for classification', Neurocomputing, 2010, 74, pp. 155-163
4. Huang, G.B., Ding, X.J., Zhou, H.M., and Zhang, R.: 'Extreme learning machine for regression and multiclass classification'. IEEE Trans. Syst. Man Cybern. B, Cybern., 2012, 42, (2), pp. 513-529
5. Bartlett, P.L.: 'The sample complexity of pattern classification with neural networks: The size of the weights is more important than the size of the network', IEEE Trans. Inf. Theory, 1998, 44, (2), pp. 525-536
6. Lin, C.F., and Wang, S.D.: 'Fuzzy support vector machine', IEEE Trans. Neural Netw., 2002, 13, (2), pp. 464-471
7. UCI Repository of Machine Learning Databases, C. Blake, E.Keogh, and C. Merz, 1998, [Online]. Available: http:http://www.ics.uci.edu/mlearn/ MLRepository.html