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Volumn , Issue , 2014, Pages 81-86

Multi-label classification with extreme learning machine

Author keywords

Canonical correlation analysis; Extreme learning machine; Multi label classification

Indexed keywords

CLASSIFICATION (OF INFORMATION); CORRELATION METHODS; FEEDFORWARD NEURAL NETWORKS; KNOWLEDGE ACQUISITION; LEARNING ALGORITHMS; MULTILAYER NEURAL NETWORKS; NETWORK LAYERS;

EID: 84902499857     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/kst.2014.6775398     Document Type: Conference Paper
Times cited : (17)

References (16)
  • 1
    • 3042597440 scopus 로고    scopus 로고
    • Learning multi-label scene classification
    • M. R. Boutell, J. Luo, X. Shen, and C. M. Brown, "Learning multi-label scene classification," Pattern recognition, Vol. 37, no. 9, pp. 1757-1771, 2004.
    • (2004) Pattern Recognition , vol.37 , Issue.9 , pp. 1757-1771
    • Boutell, M.R.1    Luo, J.2    Shen, X.3    Brown, C.M.4
  • 2
    • 33748366796 scopus 로고    scopus 로고
    • Multilabel neural networks with applications to functional genomics and text categorization
    • IEEE Transactions on
    • M.-L. Zhang and Z.-H. Zhou, "Multilabel neural networks with applications to functional genomics and text categorization," Knowledge and Data Engineering, IEEE Transactions on, Vol. 18, no. 10, pp. 1338-1351,2006.
    • (2006) Knowledge and Data Engineering , vol.18 , Issue.10 , pp. 1338-1351
    • Zhang, M.-L.1    Zhou, Z.-H.2
  • 4
    • 62649132781 scopus 로고    scopus 로고
    • ML-RBF: Rbf neural networks for multi-label learning
    • M.-L. Zhang, "ML-RBF: RBF neural networks for multi-label learning," Neural Processing Letters, Vol. 29, no. 2, pp. 61-74, 2009.
    • (2009) Neural Processing Letters , vol.29 , Issue.2 , pp. 61-74
    • Zhang, M.-L.1
  • 5
    • 84866880730 scopus 로고    scopus 로고
    • A literature survey on algorithms for multi-label learning
    • Corvallis, OR, USA (December 2010)
    • M. S. Sorower, "A literature survey on algorithms for multi-label learning," Technical report, Oregon State University, Corvallis, OR, USA (December 2010), 2010.
    • (2010) Technical Report, Oregon State University
    • Sorower, M.S.1
  • 7
    • 0000107975 scopus 로고
    • Relations between two sets of variates
    • H. Hotelling, "Relations between two sets of variates," Biometrika, Vol. 28, no. 3/4, pp. 321-377, 1936.
    • (1936) Biometrika , vol.28 , Issue.3-4 , pp. 321-377
    • Hotelling, H.1
  • 8
    • 10044285992 scopus 로고    scopus 로고
    • Canonical correlation analysis: An overview with application to learning methods
    • D. R. Hardoon, S. Szedmak, and J. Shawe-Taylor, "Canonical correlation analysis: An overview with application to learning methods," Neural Computation, Vol. 16, no. 12, pp. 2639-2664, 2004.
    • (2004) Neural Computation , vol.16 , Issue.12 , pp. 2639-2664
    • Hardoon, D.R.1    Szedmak, S.2    Shawe-Taylor, J.3
  • 11
    • 62049083244 scopus 로고    scopus 로고
    • Nonlinear measures of association with kernel canonical correlation analysis and applications
    • S.-Y. Huang, M.-H. Lee, and C. K. Hsiao, "Nonlinear measures of association with kernel canonical correlation analysis and applications," Journal of Statistical Planning and Inference, Vol. 139, no. 7, pp. 2162-2174, 2009.
    • (2009) Journal of Statistical Planning and Inference , vol.139 , Issue.7 , pp. 2162-2174
    • Huang, S.-Y.1    Lee, M.-H.2    Hsiao, C.K.3
  • 13
    • 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. I, pp. 489-501, 2006.
    • (2006) Neurocomputing , vol.70 , Issue.1 , pp. 489-501
    • Huang, G.-B.1    Zhu, Q.-Y.2    Siew, C.-K.3
  • 15
    • 84859007933 scopus 로고    scopus 로고
    • Extreme learning machine for regression and multi class classification
    • IEEE Transactions on
    • G.-B. Huang, H. Zhou, X. Ding, and R. Zhang, "Extreme learning machine for regression and multi class classification," Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on, Vol. 42, no. 2, pp. 513-529,2012.
    • (2012) Systems, Man, and Cybernetics, Part B: Cybernetics , vol.42 , Issue.2 , pp. 513-529
    • Huang, G.-B.1    Zhou, H.2    Ding, X.3    Zhang, R.4
  • 16
    • 84874022486 scopus 로고    scopus 로고
    • Text categorization based on regularization extreme learning machine
    • W. Zheng, Y. Qian, and H. Lu, "Text categorization based on regularization extreme learning machine," Neural Computing and Applications, Vol. 22, no. 3-4, pp. 447-456, 2013.
    • (2013) Neural Computing and Applications , vol.22 , Issue.3-4 , pp. 447-456
    • Zheng, W.1    Qian, Y.2    Lu, H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.