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Volumn 2, Issue , 2010, Pages 70-73

Localized multi-plane TWSVM classifier via manifold regularization

Author keywords

Local geometry; Manifold regularization; Multi plane support vector machine

Indexed keywords

CLASSIFICATION PERFORMANCE; CLASSIFICATION TASKS; EXPERIMENTAL EVIDENCE; LEAST SQUARE; LOCAL DATA; LOCAL GEOMETRY; MANIFOLD REGULARIZATION; NEW FORMS; REGULARIZATION METHODS; TWIN SUPPORT VECTOR MACHINES;

EID: 78449296741     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IHMSC.2010.117     Document Type: Conference Paper
Times cited : (9)

References (12)
  • 3
    • 60249095678 scopus 로고    scopus 로고
    • Least squares twin support vector machines for pattern classification
    • A. M. Kumar, and M. Gopal, "Least squares twin support vector machines for pattern classification," Expert Systems with Applications, vol. 36, 2009, pp. 7535-7543.
    • (2009) Expert Systems with Applications , vol.36 , pp. 7535-7543
    • Kumar, A.M.1    Gopal, M.2
  • 6
    • 33750729556 scopus 로고    scopus 로고
    • Manifold regularization: A geometric framework for learning from Examples
    • M. Belkin, P. Niyogi, and V. Sindhwani, "Manifold regularization: A geometric framework for learning from Examples," Machine Learning Research, vol. 7, 2006, pp. 2399-2434.
    • (2006) Machine Learning Research , vol.7 , pp. 2399-2434
    • Belkin, M.1    Niyogi, P.2    Sindhwani, V.3
  • 7
    • 84880899766 scopus 로고    scopus 로고
    • Locality sensitive discriminant analysis
    • D. Cai, X. He, K. Zhou, J. Han, and H. Bao, "Locality sensitive discriminant analysis," IJCAI, 2007, pp.708-713.
    • (2007) IJCAI , pp. 708-713
    • Cai, D.1    He, X.2    Zhou, K.3    Han, J.4    Bao, H.5
  • 8
    • 51649109792 scopus 로고    scopus 로고
    • Discriminatively Regularized Least-Squares Classification
    • H. Xue, S. C. Chen, and Q. Yang, "Discriminatively Regularized Least-Squares Classification," Pattern Recognition, vol. 42, 2009, pp. 93-104.
    • (2009) Pattern Recognition , vol.42 , pp. 93-104
    • Xue, H.1    Chen, S.C.2    Yang, Q.3
  • 11
    • 78449298382 scopus 로고    scopus 로고
    • Mosek, 2007, http://www.mathworks.com.
    • (2007) Mosek


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.