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Volumn , Issue , 2008, Pages 433-442

Transductive component analysis

Author keywords

[No Author keywords available]

Indexed keywords

COMPONENT ANALYSIS; DIMENSIONALITY REDUCTION ALGORITHMS; DISCRIMINATING POWER; GENERALIZATION PERFORMANCE; GRAPH-THEORETIC; LINEAR DIMENSIONALITY REDUCTION; ORTHOGONAL BASIS VECTORS; REAL-WORLD DATASETS; SEMI-SUPERVISED;

EID: 67049098033     PISSN: 15504786     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDM.2008.101     Document Type: Conference Paper
Times cited : (58)

References (18)
  • 1
    • 0042378381 scopus 로고    scopus 로고
    • Laplacian eigenmaps for dimensionality reduction and data representation
    • DOI 10.1162/089976603321780317
    • M. Belkin and P. Niyogi. Laplacian eigenmaps for dimensionality reduction and data representation. Neural Computation, 15(6):1373-1396, 2003. (Pubitemid 37049796)
    • (2003) Neural Computation , vol.15 , Issue.6 , pp. 1373-1396
    • Belkin, M.1    Niyogi, P.2
  • 2
    • 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. JMLR, 7:2399-2434, 2006.
    • (2006) JMLR , vol.7 , pp. 2399-2434
    • Belkin, M.1    Niyogi, P.2    Sindhwani, V.3
  • 3
    • 49049111209 scopus 로고    scopus 로고
    • Semi-supervised discriminant analysis
    • D. Cai, X. He, and J. Han. Semi-supervised discriminant analysis. In Proc. ICCV, 2007.
    • (2007) Proc. ICCV
    • Cai, D.1    He, X.2    Han, J.3
  • 4
    • 24644496298 scopus 로고    scopus 로고
    • Local discriminant embedding and its variants
    • H.-T. Chen, H.-W. Chang, and T.-L. Liu. Local discriminant embedding and its variants. In Proc. CVPR, 2005.
    • (2005) Proc. CVPR
    • Chen, H.-T.1    Chang, H.-W.2    Liu, T.-L.3
  • 6
    • 8644228268 scopus 로고    scopus 로고
    • Locality preserving projections
    • X. He and P. Niyogi. Locality preserving projections. In NIPS 16, 2003.
    • (2003) NIPS 16
    • He, X.1    Niyogi, P.2
  • 8
    • 1942484960 scopus 로고    scopus 로고
    • Transductive learning via spectral graph partitioning
    • T. Joachims. Transductive learning via spectral graph partitioning. In Proc. ICML, 2003.
    • (2003) Proc. ICML
    • Joachims, T.1
  • 10
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • DOI 10.1126/science.290.5500.2323
    • S. T. Roweis and L. K. Saul. Nonlinear dimensionality reduction by locally linear embedding. Science, 290(5500):2323-2326, 2000. (Pubitemid 32041578)
    • (2000) Science , vol.290 , Issue.5500 , pp. 2323-2326
    • Roweis, S.T.1    Saul, L.K.2
  • 11
    • 31844440904 scopus 로고    scopus 로고
    • Beyond the point cloud: From transductive to semi-supervised learning
    • V. Sindhwani, P. Niyogi, and M. Belkin. Beyond the point cloud: from transductive to semi-supervised learning. In Proc. ICML, 2005.
    • (2005) Proc. ICML
    • Sindhwani, V.1    Niyogi, P.2    Belkin, M.3
  • 12
    • 0034704229 scopus 로고    scopus 로고
    • A global geometric framework for nonlinear dimensionality reduction
    • DOI 10.1126/science.290.5500.2319
    • J. B. Tenenbaum, V. de. Silva, and J. C. Langford. A global geometric framework for nonlinear dimensionality reduction. Science, 290(5500):2319-2323, 2000. (Pubitemid 32041577)
    • (2000) Science , vol.290 , Issue.5500 , pp. 2319-2323
    • Tenenbaum, J.B.1    De Silva, V.2    Langford, J.C.3
  • 13
    • 33749248511 scopus 로고    scopus 로고
    • Semi-supervised nonlinear dimensionality reduction
    • X. Yang, H. Fu, H. Zha, and J. Barlow. Semi-supervised nonlinear dimensionality reduction. In Proc. ICML, 2006.
    • (2006) Proc. ICML
    • Yang, X.1    Fu, H.2    Zha, H.3    Barlow, J.4
  • 14
    • 85015409073 scopus 로고    scopus 로고
    • Semi-supervised dimensionality reduction
    • D. Zhang, Z.-H. Zhou, and S. Chen. Semi-supervised dimensionality reduction. In Proc. SDM, 2007.
    • (2007) Proc. SDM
    • Zhang, D.1    Zhou, Z.-H.2    Chen, S.3
  • 15
    • 14544307975 scopus 로고    scopus 로고
    • Principal manifolds and nonlinear dimensionality reduction via tangent space alignment
    • Z. Zhang and H. Zha. Principal manifolds and nonlinear dimensionality reduction via tangent space alignment. SIAM Journal of Scientific Computing, 26(1):313-338, 2004.
    • (2004) SIAM Journal of Scientific Computing , vol.26 , Issue.1 , pp. 313-338
    • Zhang, Z.1    Zha, H.2
  • 17
    • 33749245981 scopus 로고    scopus 로고
    • Semi-supervied learning literature survey
    • University of Wisconsin-Madison
    • X. Zhu. Semi-supervied learning literature survey. Computer Sciences Technical Report 1530, University of Wisconsin-Madison, 2005.
    • (2005) Computer Sciences Technical Report 1530
    • Zhu, X.1
  • 18
    • 1942484430 scopus 로고    scopus 로고
    • Semi-supervised learning using gaussian fields and harmonic functions
    • X. Zhu, Z. Ghahramani, and J. Lafferty. Semi-supervised learning using gaussian fields and harmonic functions. In Proc. ICML, 2003.
    • (2003) Proc. ICML
    • Zhu, X.1    Ghahramani, Z.2    Lafferty, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.