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Volumn 22, Issue 3, 2011, Pages 505-509

BELM: Bayesian extreme learning machine

Author keywords

Bayesian; extreme learning machine; multilayer perceptron; radial basis function

Indexed keywords

AUTOMATIC PRODUCTION; BAYESIAN; BAYESIAN APPROACHES; COMPUTATIONAL COSTS; CONFIDENCE INTERVAL; EXTREME LEARNING MACHINE; GENERALIZATION CAPABILITY; HIDDEN LAYERS; HIGH DIMENSIONAL SPACES; MACHINE LEARNING ALGORITHMS; MULTILAYER PERCEPTRON; NEW APPROACHES; OVERFITTING; PRIORI KNOWLEDGE; RADIAL BASIS FUNCTION; RADIAL BASIS FUNCTION NEURAL NETWORKS; REAL DATA SETS;

EID: 79952188498     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNN.2010.2103956     Document Type: Article
Times cited : (153)

References (18)
  • 2
    • 33745903481 scopus 로고    scopus 로고
    • Extreme learning machine: Theory and applications
    • DOI 10.1016/j.neucom.2005.12.126, PII S0925231206000385
    • G.-B. Huang, Q.-Y. Zhu, and C.-K. Siew, "Extreme learning machine: Theory and applications," Neurocomputing, vol. 70, nos. 1-3, pp. 489- 501, Dec. 2006. (Pubitemid 44615772)
    • (2006) Neurocomputing , vol.70 , Issue.1-3 , pp. 489-501
    • Huang, G.-B.1    Zhu, Q.-Y.2    Siew, C.-K.3
  • 3
    • 33645588429 scopus 로고    scopus 로고
    • Extreme learning machine with randomly assigned RBF kernels
    • G.-B. Huang and C.-K. Siew, "Extreme learning machine with randomly assigned RBF kernels," Int. J. Inf. Technol., vol. 11, no. 1, pp. 16-24, 2005.
    • (2005) Int. J. Inf. Technol. , vol.11 , Issue.1 , pp. 16-24
    • Huang, G.-B.1    Siew, C.-K.2
  • 5
    • 74049158271 scopus 로고    scopus 로고
    • Robust algorithm for arrhythmia classification in ECG using extreme learning machine
    • Oct.
    • J. Kim, H. S. Shin, K. Shin, and M. Lee, "Robust algorithm for arrhythmia classification in ECG using extreme learning machine," BioMed. Eng. Online, vol. 8, no. 31, pp. 1-12, Oct. 2009.
    • (2009) BioMed. Eng. Online , vol.8 , Issue.31 , pp. 1-12
    • Kim, J.1    Shin, H.S.2    Shin, K.3    Lee, M.4
  • 6
    • 34547992213 scopus 로고    scopus 로고
    • Multicategory classification using an extreme learning machine for microarray gene expression cancer diagnosis
    • Jul.
    • R. Zhang, G.-B. Huang, N. Sundararajan, and P. Saratchandran, "Multicategory classification using an extreme learning machine for microarray gene expression cancer diagnosis," IEEE/ACM Trans. Comput. Biol. Bioinf., vol. 4, no. 3, pp. 485-495, Jul. 2007.
    • (2007) IEEE/ACM Trans. Comput. Biol. Bioinf. , vol.4 , Issue.3 , pp. 485-495
    • Zhang, R.1    Huang, G.-B.2    Sundararajan, N.3    Saratchandran, P.4
  • 7
    • 55949132682 scopus 로고    scopus 로고
    • A fast pruned-extreme learning machine for classification problem
    • Dec.
    • H.-J. Rong, Y.-S. Ong, A.-W. Tan, and Z. Zhu, "A fast pruned-extreme learning machine for classification problem," Neurocomputing, vol. 72, nos. 1-3, pp. 359-366, Dec. 2008.
    • (2008) Neurocomputing , vol.72 , Issue.1-3 , pp. 359-366
    • Rong, H.-J.1    Ong, Y.-S.2    Tan, A.-W.3    Zhu, Z.4
  • 9
    • 22844440904 scopus 로고    scopus 로고
    • Evolutionary extreme learning machine
    • DOI 10.1016/j.patcog.2005.03.028, PII S0031320305001809
    • Q.-Y. Zhu, A. K. Qin, P. N. Suganthan, and G.-B. Huang, "Evolutionary extreme learning machine," Pattern Recog., vol. 38, no. 10, pp. 1759- 1763, 2005. (Pubitemid 41037107)
    • (2005) Pattern Recognition , vol.38 , Issue.10 , pp. 1759-1763
    • Zhu, Q.-Y.1    Qin, A.K.2    Suganthan, P.N.3    Huang, G.-B.4
  • 13
    • 56949090101 scopus 로고    scopus 로고
    • Bayesian linear regression and variable selection for spectroscopic calibration
    • Jan.
    • T. Chen and E. Martin, "Bayesian linear regression and variable selection for spectroscopic calibration," Anal. Chim. Acta, vol. 631, no. 1, pp. 13-21, Jan. 2009.
    • (2009) Anal. Chim. Acta , vol.631 , Issue.1 , pp. 13-21
    • Chen, T.1    Martin, E.2
  • 16
    • 0001441372 scopus 로고
    • Probable networks and plausible predictions - A review of practical Bayesian methods for supervised neural networks
    • D. J. C. MacKay, "Probable networks and plausible predictions- a review of practical Bayesian methods for supervised neural networks," Netw.: Comput. Neural Syst., vol. 6, no. 3, pp. 469-505, 1995.
    • (1995) Netw.: Comput. Neural Syst. , vol.6 , Issue.3 , pp. 469-505
    • MacKay, D.J.C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.