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Volumn , Issue , 2011, Pages 2268-2273

Unsupervised and semi-supervised learning via ℓ 1-norm graph

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION TASKS; CLUSTER STRUCTURE; GRAPH MODEL; GRAPH-BASED LEARNING; IMAGE CLUSTERING; ITERATIVE ALGORITHM; LEARNING MODELS; MINIMIZATION PROBLEMS; REAL IMAGE DATA; SEMI-SUPERVISED LEARNING; SEMI-SUPERVISED LEARNING METHODS; TOY DATA;

EID: 84863061527     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCV.2011.6126506     Document Type: Conference Paper
Times cited : (98)

References (9)
  • 2
    • 34250776571 scopus 로고    scopus 로고
    • R1-PCA: Rotational invariant L1-norm principal component analysis for robust subspace factorization
    • C. H. Q. Ding, D. Zhou, X. He, and H. Zha. R1-PCA: rotational invariant L1-norm principal component analysis for robust subspace factorization. In ICML, pages 281-288, 2006.
    • (2006) ICML , pp. 281-288
    • Ding, C.H.Q.1    Zhou, D.2    He, X.3    Zha, H.4
  • 4
    • 0041875229 scopus 로고    scopus 로고
    • On spectral clustering: Analysis and an algorithm
    • A. Y. Ng, M. I. Jordan, and Y. Weiss. On spectral clustering: Analysis and an algorithm. In NIPS, pages 849-856, 2001.
    • (2001) NIPS , pp. 849-856
    • Ng, A.Y.1    Jordan, M.I.2    Weiss, Y.3
  • 5
    • 85135939782 scopus 로고    scopus 로고
    • Efficient and robust feature selection via joint l2 , 1-norms minimization
    • F. Nie, H. Huang, X. Cai, and C. Ding. Efficient and robust feature selection via joint l2 , 1-norms minimization. In NIPS, 2010.
    • (2010) NIPS
    • Nie, F.1    Huang, H.2    Cai, X.3    Ding, C.4
  • 6
    • 67649427872 scopus 로고    scopus 로고
    • Semi-supervised orthogonal discriminant analysis via label propagation
    • F. Nie, S. Xiang, Y. Jia, and C. Zhang. Semi-supervised orthogonal discriminant analysis via label propagation. Pattern Recognition, 42(11):2615-2627, 2009.
    • (2009) Pattern Recognition , vol.42 , Issue.11 , pp. 2615-2627
    • Nie, F.1    Xiang, S.2    Jia, Y.3    Zhang, C.4
  • 7
    • 0034244751 scopus 로고    scopus 로고
    • Normalized cuts and image segmentation
    • J. Shi and J. Malik. Normalized cuts and image segmentation. IEEE Transactions on PAMI, 22(8):888-905, 2000.
    • (2000) IEEE Transactions on PAMI , vol.22 , Issue.8 , pp. 888-905
    • Shi, J.1    Malik, J.2
  • 9
    • 1942484430 scopus 로고    scopus 로고
    • Semi-supervised learning using Gaussian fields and harmonic functions
    • X. Zhu, Z. Ghahramani, and J. D. Lafferty. Semi-supervised learning using Gaussian fields and harmonic functions. In ICML, pages 912-919, 2003.
    • (2003) ICML , pp. 912-919
    • Zhu, X.1    Ghahramani, Z.2    Lafferty, J.D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.