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Volumn 8, Issue 8, 2013, Pages 2110-2117

A novel extreme learning machine based on hybrid kernel function

Author keywords

Extreme learning machine; Global kernel function; Hybrid kernel function; Local kernel function

Indexed keywords

EMPIRICAL RISK MINIMIZATION; EXTREME LEARNING MACHINE; GENERALIZATION ABILITY; HYBRID KERNEL FUNCTIONS; KERNEL FUNCTION; LOCAL KERNEL; NEURAL NETWORK LEARNING ALGORITHM; SINGLE-HIDDEN LAYER FEEDFORWARD NEURAL NETWORKS;

EID: 84880499506     PISSN: 1796203X     EISSN: None     Source Type: Journal    
DOI: 10.4304/jcp.8.8.2110-2117     Document Type: Article
Times cited : (32)

References (10)
  • 1
    • 33745903481 scopus 로고    scopus 로고
    • Extreme learning machine: Theory and applications
    • G. B. Huang, Q. Y. Zhu, C. K. Siew. Extreme learning machine: Theory and applications. Neurocomputing, 2006, 70 (1-3): 489-501.
    • (2006) Neurocomputing , vol.70 , Issue.1-3 , pp. 489-501
    • Huang, G.B.1    Zhu, Q.Y.2    Siew, C.K.3
  • 2
    • 78649492071 scopus 로고    scopus 로고
    • Ordinal extreme learning machine
    • W. Y. Deng, Q. H. Zheng, S. G. Lian et al. Ordinal extreme learning machine. Neurocomputing, 2010, 74 (1-3): 447-456.
    • (2010) Neurocomputing , vol.74 , Issue.1-3 , pp. 447-456
    • Deng, W.Y.1    Zheng, Q.H.2    Lian, S.G.3
  • 3
    • 82355175771 scopus 로고    scopus 로고
    • Comparing error minimized extreme learning machines and support vector sequential feed-forward neural networks
    • E. Romero, R. Alquezar. Comparing error minimized extreme learning machines and support vector sequential feed-forward neural networks. Neural Networks, 2012, 25, 122-129.
    • (2012) Neural Networks , vol.25 , pp. 122-129
    • Romero, E.1    Alquezar, R.2
  • 4
    • 84863210448 scopus 로고    scopus 로고
    • A Hybrid Automatic System for the Diagnosis of Lung Cancer Based on Genetic Algorithm and Fuzzy Extreme Learning Machines
    • M. R. Daliri. A Hybrid Automatic System for the Diagnosis of Lung Cancer Based on Genetic Algorithm and Fuzzy Extreme Learning Machines. Journal of Medical System, 2012, 36 (2): 1001-1005.
    • (2012) Journal of Medical System , vol.36 , Issue.2 , pp. 1001-1005
    • Daliri, M.R.1
  • 5
    • 37449031112 scopus 로고    scopus 로고
    • Soft Sensing Modeling Based on Extreme Learning Machine for Biochemical Processes
    • Y. Q. Chang, Y. C. Li, F. L. Wang et al. Soft Sensing Modeling Based on Extreme Learning Machine for Biochemical Processes. Journal of System Simulation, 2007, 19(23):5587-5590.
    • (2007) Journal of System Simulation , vol.19 , Issue.23 , pp. 5587-5590
    • Chang, Y.Q.1    Li, Y.C.2    Wang, F.L.3
  • 6
    • 84868626655 scopus 로고    scopus 로고
    • Weighted extreme learning machine for imbalance learning
    • W. W. Zong, G. B. Huang, Y. Q. Chen. Weighted extreme learning machine for imbalance learning. Neurocomputing, 2013, 101: 229-242.
    • (2013) Neurocomputing , vol.101 , pp. 229-242
    • Zong, W.W.1    Huang, G.B.2    Chen, Y.Q.3
  • 7
    • 0037361264 scopus 로고    scopus 로고
    • Learning capability and storage capacity of two-hidden-layer feedforward network
    • G. B. Huang. Learning capability and storage capacity of two-hidden-layer feedforward network. IEEE Transactionson Neural Networks, 2003, 14(2):274-281.
    • (2003) IEEE Transactionson Neural Networks , vol.14 , Issue.2 , pp. 274-281
    • Huang, G.B.1
  • 8
    • 34047174077 scopus 로고    scopus 로고
    • A fast and accurate online sequential learning algorithm for feed forward networks
    • N. Y. Liang, G. B. Huang. A fast and accurate online sequential learning algorithm for feed forward networks. IEEE Transactionson NeuralNetworks, 2006, 17(6):1411-1423.
    • (2006) IEEE Transactionson NeuralNetworks , vol.17 , Issue.6 , pp. 1411-1423
    • Liang, N.Y.1    Huang, G.B.2
  • 9
    • 0034824884 scopus 로고    scopus 로고
    • Concept decomposition for large sparse text data using clustering
    • Inderjit S. Dhillon, Dharmendra S. Modha. Concept decomposition for large sparse text data using clustering. Machine Learning, 2001, 42(1):143-175.
    • (2001) Machine Learning , vol.42 , Issue.1 , pp. 143-175
    • Dhillon, I.S.1    Modha, D.S.2
  • 10
    • 0000398336 scopus 로고
    • Restructuring lattice theory: An approach based on hierarchies of concepts
    • In: Rival I ed., Reidel, Dordrecht
    • R. Wille. Restructuring lattice theory: an approach based on hierarchies of concepts. In: Rival I ed. Ordered Sets. Reidel, Dordrecht, 1982. 445-470.
    • (1982) Ordered Sets , pp. 445-470
    • Wille, R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.