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Volumn 36, Issue 4, 2009, Pages 7928-7932

Fault classifier of rotating machinery based on weighted support vector data description

Author keywords

Fuzzy classifier; Possibilistic c means clustering; Support vector data description; Support vector machine

Indexed keywords

CLASSIFIERS; DATA DESCRIPTION; FUZZY SYSTEMS; IMAGE RETRIEVAL; IMAGE SEGMENTATION; LEARNING SYSTEMS; MACHINERY; SUPPORT VECTOR MACHINES;

EID: 60249095042     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2008.10.062     Document Type: Article
Times cited : (54)

References (20)
  • 2
    • 0345566447 scopus 로고    scopus 로고
    • Fault diagnosis using support vector machine with an application in sheet metal stamping operations
    • Ge M., Du R., Zhang G.C., and Xu Y.S. Fault diagnosis using support vector machine with an application in sheet metal stamping operations. Mechanical Systems and Signal Processing 18 (2004) 143-159
    • (2004) Mechanical Systems and Signal Processing , vol.18 , pp. 143-159
    • Ge, M.1    Du, R.2    Zhang, G.C.3    Xu, Y.S.4
  • 3
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multi-class support vector machines
    • Hsu C.W., and Lin C.J. A comparison of methods for multi-class support vector machines. IEEE Transactions on Neural Networks 13 2 (2002) 415-425
    • (2002) IEEE Transactions on Neural Networks , vol.13 , Issue.2 , pp. 415-425
    • Hsu, C.W.1    Lin, C.J.2
  • 4
    • 33750503791 scopus 로고    scopus 로고
    • Fault diagnosis of rotating machinery based on improved wavelet package transform and SVMs ensemble
    • Hu Q., He Z., Zhang Z., and Zi Y. Fault diagnosis of rotating machinery based on improved wavelet package transform and SVMs ensemble. Mechanical Systems and Signal Processing 21 (2007) 688-705
    • (2007) Mechanical Systems and Signal Processing , vol.21 , pp. 688-705
    • Hu, Q.1    He, Z.2    Zhang, Z.3    Zi, Y.4
  • 5
    • 22344440204 scopus 로고    scopus 로고
    • Fuzzy support vector machines for pattern recognition and data mining
    • Huang H.P., and Liu Y.H. Fuzzy support vector machines for pattern recognition and data mining. International Journal of Fuzzy Systems 4 3 (2002) 826-835
    • (2002) International Journal of Fuzzy Systems , vol.4 , Issue.3 , pp. 826-835
    • Huang, H.P.1    Liu, Y.H.2
  • 7
    • 0030214781 scopus 로고    scopus 로고
    • The possibilistic c-means algorithm: Insights and recommendations
    • Krishnapuram R., and Keller J.M. The possibilistic c-means algorithm: Insights and recommendations. IEEE Transactions on Fuzzy System 4 3 (1996) 385-393
    • (1996) IEEE Transactions on Fuzzy System , vol.4 , Issue.3 , pp. 385-393
    • Krishnapuram, R.1    Keller, J.M.2
  • 8
    • 33749247281 scopus 로고    scopus 로고
    • Domain described support vector classifier for multi-classification problems
    • Lee D., and Lee J. Domain described support vector classifier for multi-classification problems. Pattern Recognition 40 (2007) 41-51
    • (2007) Pattern Recognition , vol.40 , pp. 41-51
    • Lee, D.1    Lee, J.2
  • 11
    • 84888364466 scopus 로고    scopus 로고
    • Large margin DAG's for multiclass classification
    • Solla S.A., Leen T.K., and Müller K.R. (Eds), MIT Press, Cambridge, MA
    • Platt J.C., Cristianini N., and Shawe-Taylor J. Large margin DAG's for multiclass classification. In: Solla S.A., Leen T.K., and Müller K.R. (Eds). Advances in neural information processing systems Vol. 12 (2002), MIT Press, Cambridge, MA 547-553
    • (2002) Advances in neural information processing systems , vol.12 , pp. 547-553
    • Platt, J.C.1    Cristianini, N.2    Shawe-Taylor, J.3
  • 13
    • 0034248819 scopus 로고    scopus 로고
    • Fault diagnosis in power plant using neural network
    • Simani S., and Fantuzzi C. Fault diagnosis in power plant using neural network. Information Sciences 127 (2000) 126-136
    • (2000) Information Sciences , vol.127 , pp. 126-136
    • Simani, S.1    Fantuzzi, C.2
  • 14
    • 0942266514 scopus 로고    scopus 로고
    • Support vector data description
    • Tax D., and Duin R. Support vector data description. Machine Learning 54 (2004) 45-66
    • (2004) Machine Learning , vol.54 , pp. 45-66
    • Tax, D.1    Duin, R.2
  • 16
    • 33845969883 scopus 로고    scopus 로고
    • Bayes classification based on minimum bounding spheres
    • Wang J., Neskovic P., and Cooper L.N. Bayes classification based on minimum bounding spheres. Neurocomputing 70 (2007) 801-808
    • (2007) Neurocomputing , vol.70 , pp. 801-808
    • Wang, J.1    Neskovic, P.2    Cooper, L.N.3
  • 18
    • 28744446722 scopus 로고    scopus 로고
    • Fault diagnosis of rotating machinery based on multi-class support vector machines
    • Yang B.S., Han T., and Hwang W.W. Fault diagnosis of rotating machinery based on multi-class support vector machines. Journal of Mechanical Science and Technology 19 3 (2005) 846-859
    • (2005) Journal of Mechanical Science and Technology , vol.19 , Issue.3 , pp. 846-859
    • Yang, B.S.1    Han, T.2    Hwang, W.W.3
  • 19
    • 34250698312 scopus 로고    scopus 로고
    • A novel fuzzy compensation multi-class support vector machines
    • Zhang Y., Chi Z.X., Liu X.D., and Wang X.H. A novel fuzzy compensation multi-class support vector machines. Applied Intelligence 27 1 (2007) 21-28
    • (2007) Applied Intelligence , vol.27 , Issue.1 , pp. 21-28
    • Zhang, Y.1    Chi, Z.X.2    Liu, X.D.3    Wang, X.H.4
  • 20
    • 8344289122 scopus 로고    scopus 로고
    • Sphere-structured support vector machines for multi-class pattern recognition
    • Springer, Berlin, Heidelberg
    • Zhu M.L., Chen S.F., and Liu X.D. Sphere-structured support vector machines for multi-class pattern recognition. Lecture notes in computer science Vol. 2639 (2003), Springer, Berlin, Heidelberg 589-593
    • (2003) Lecture notes in computer science , vol.2639 , pp. 589-593
    • Zhu, M.L.1    Chen, S.F.2    Liu, X.D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.