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Volumn 2015, Issue , 2015, Pages

The Optimisation for Local Coupled Extreme Learning Machine Using Differential Evolution

Author keywords

[No Author keywords available]

Indexed keywords

EVOLUTIONARY ALGORITHMS; ITERATIVE METHODS; KNOWLEDGE ACQUISITION; MEMBERSHIP FUNCTIONS; OPTIMIZATION;

EID: 84935845483     PISSN: 1024123X     EISSN: 15635147     Source Type: Journal    
DOI: 10.1155/2015/946292     Document Type: Article
Times cited : (4)

References (21)
  • 1
    • 33745903481 scopus 로고    scopus 로고
    • Extreme learning machine: Theory and applications
    • G.-B. Huang, Q.-Y. Zhu, and C.-K. Siew, "Extreme learning machine: theory and applications," Neurocomputing, vol. 70, no. 1-3, pp. 489-501, 2006.
    • (2006) Neurocomputing , vol.70 , Issue.1-3 , pp. 489-501
    • Huang, G.-B.1    Zhu, Q.-Y.2    Siew, C.-K.3
  • 3
    • 84863032379 scopus 로고    scopus 로고
    • Evolutionary fuzzy extreme learning machine for mammographic risk analysis
    • Y. Qu, C. Shang, W. Wu, and Q. Shen, "Evolutionary fuzzy extreme learning machine for mammographic risk analysis," International Journal of Fuzzy Systems, vol. 13, no. 4, pp. 282- 291, 2011.
    • (2011) International Journal of Fuzzy Systems , vol.13 , Issue.4 , pp. 282-291
    • Qu, Y.1    Shang, C.2    Wu, W.3    Shen, Q.4
  • 4
    • 84876924052 scopus 로고    scopus 로고
    • Bidirectional extreme learning machine for regression problem and its learning effectiveness
    • Y. Yang, Y.Wang, and X. Yuan, "Bidirectional extreme learning machine for regression problem and its learning effectiveness," IEEE Transactions on Neural Networks and Learning Systems, vol. 23, no. 9, pp. 1498-1505, 2012.
    • (2012) IEEE Transactions on Neural Networks and Learning Systems , vol.23 , Issue.9 , pp. 1498-1505
    • Yang, Y.1    Wang, Y.2    Yuan, X.3
  • 7
    • 34548158996 scopus 로고    scopus 로고
    • Convex incremental extreme learning machine
    • G.-B. Huang and L. Chen, "Convex incremental extreme learning machine," Neurocomputing, vol. 70, no. 16-18, pp. 3056- 3062, 2007.
    • (2007) Neurocomputing , vol.70 , Issue.16-18 , pp. 3056-3062
    • Huang, G.-B.1    Chen, L.2
  • 8
    • 55949132682 scopus 로고    scopus 로고
    • A fast prunedextreme learning machine for classification problem
    • H. Rong, Y.-S. Ong, A.-H. Tan, and Z. Zhu, "A fast prunedextreme learning machine for classification problem," Neurocomputing, vol. 72, no. 1-3, pp. 359-366, 2008.
    • (2008) Neurocomputing , vol.72 , Issue.1-3 , pp. 359-366
    • Rong, H.1    Ong, Y.-S.2    Tan, A.-H.3    Zhu, Z.4
  • 9
    • 78650010629 scopus 로고    scopus 로고
    • Two-stage extreme learning machine for regression
    • Y. Lan, Y. C. Soh, and G.-B. Huang, "Two-stage extreme learning machine for regression," Neurocomputing, vol. 73, no. 16-18, pp. 3028-3038, 2010.
    • (2010) Neurocomputing , vol.73 , Issue.16-18 , pp. 3028-3038
    • Lan, Y.1    Soh, Y.C.2    Huang, G.-B.3
  • 10
    • 0142000477 scopus 로고    scopus 로고
    • Differential evolution-a simple and efficient heuristic for global optimization over continuous spaces
    • R. Storn and K. Price, "Differential evolution-a simple and efficient heuristic for global optimization over continuous spaces," Journal of Global Optimization, vol. 11, no. 4, pp. 341- 359, 1997.
    • (1997) Journal of Global Optimization , vol.11 , Issue.4 , pp. 341-359
    • Storn, R.1    Price, K.2
  • 12
    • 33745918399 scopus 로고    scopus 로고
    • Universal approximation using incremental constructive feedforward networks with random hidden nodes
    • G.-B. Huang, L. Chen, and C.-K. Siew, "Universal approximation using incremental constructive feedforward networks with random hidden nodes," IEEE Transactions on Neural Networks, vol. 17, no. 4, pp. 879-892, 2006.
    • (2006) IEEE Transactions on Neural Networks , vol.17 , Issue.4 , pp. 879-892
    • Huang, G.-B.1    Chen, L.2    Siew, C.-K.3
  • 14
    • 79952003251 scopus 로고    scopus 로고
    • Differential evolution: A survey of the state-of-the-art
    • S. Das and P. N. Suganthan, "Differential evolution: a survey of the state-of-the-art," IEEE Transactions on Evolutionary Computation, vol. 15, no. 1, pp. 4-31, 2011.
    • (2011) IEEE Transactions on Evolutionary Computation , vol.15 , Issue.1 , pp. 4-31
    • Das, S.1    Suganthan, P.N.2
  • 15
    • 77957914596 scopus 로고    scopus 로고
    • A differential evolution based neural network approach to nonlinear system identification
    • B. Subudhi and D. Jena, "A differential evolution based neural network approach to nonlinear system identification," Applied Soft Computing, vol. 11, no. 1, pp. 861-871, 2011.
    • (2011) Applied Soft Computing , vol.11 , Issue.1 , pp. 861-871
    • Subudhi, B.1    Jena, D.2
  • 16
    • 0038259114 scopus 로고    scopus 로고
    • Classes of kernels formachine learning: A statistics perspective
    • M. G. Genton, "Classes of kernels formachine learning: a statistics perspective," The Journal of Machine Learning Research, vol. 2, pp. 299-312, 2001.
    • (2001) The Journal of Machine Learning Research , vol.2 , pp. 299-312
    • Genton, M.G.1
  • 17
    • 68849126540 scopus 로고    scopus 로고
    • New approaches to fuzzy-rough feature selection
    • R. Jensen and Q. Shen, "New approaches to fuzzy-rough feature selection," IEEE Transactions on Fuzzy Systems, vol. 17, no. 4, pp. 824-838, 2009.
    • (2009) IEEE Transactions on Fuzzy Systems , vol.17 , Issue.4 , pp. 824-838
    • Jensen, R.1    Shen, Q.2
  • 19
    • 84858999301 scopus 로고
    • Department of Statistics, Carnegie Mellon University
    • M. Mike, Statistical Datasets, Department of Statistics, Carnegie Mellon University, 1989.
    • (1989) Statistical Datasets
    • Mike, M.1
  • 21
    • 81955165252 scopus 로고    scopus 로고
    • Facilitating efficient mars terrain image classification with fuzzy-rough feature selection
    • C. Shang, D. Barnes, and Q. Shen, "Facilitating efficient mars terrain image classification with fuzzy-rough feature selection," International Journal of Hybrid Intelligent Systems, vol. 8, no. 1, pp. 3-13, 2011.
    • (2011) International Journal of Hybrid Intelligent Systems , vol.8 , Issue.1 , pp. 3-13
    • Shang, C.1    Barnes, D.2    Shen, Q.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.