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Volumn , Issue , 2009, Pages 1017-1024

Deflation methods for sparse PCA

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE;

EID: 80053050337     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (186)

References (18)
  • 3
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    • Loadings and correlations in the interpretation of principal components
    • J. Cadima and I. Jolliffe. Loadings and correlations in the interpretation of principal components. Applied Statistics, 22:203-214, 1995.
    • (1995) Applied Statistics , vol.22 , pp. 203-214
    • Cadima, J.1    Jolliffe, I.2
  • 5
    • 0000118166 scopus 로고
    • Two case studies in the application of principal components
    • J. Jeffers. Two case studies in the application of principal components. Applied Statistics, 16, 225-236, 1967.
    • (1967) Applied Statistics , vol.16 , pp. 225-236
    • Jeffers, J.1
  • 8
    • 0002226018 scopus 로고
    • Rotation of principal components: Choice of normalization constraints
    • I.T. Jolliffe. Rotation of principal components: choice of normalization constraints. Journal of Applied Statistics, 22:29-35, 1995.
    • (1995) Journal of Applied Statistics , vol.22 , pp. 29-35
    • Jolliffe, I.T.1
  • 11
    • 0023979476 scopus 로고    scopus 로고
    • Projection and deflation methods for partial pole assignment in linear state feedback
    • Mar
    • Y. Saad, Projection and deflation methods for partial pole assignment in linear state feedback, IEEE Trans. Automat. Contr., vol. 33, pp. 290-297, Mar. 1998.
    • (1998) IEEE Trans. Automat. Contr. , vol.33 , pp. 290-297
    • Saad, Y.1
  • 14
    • 77956526718 scopus 로고
    • The computation of eigenvalues and eigenvectors of amatrix
    • Dec.
    • P. White. The Computation of Eigenvalues and Eigenvectors of aMatrix. Journal of the Society for Industrial and Applied Mathematics, Vol. 6, No. 4, pp. 393-437, Dec., 1958.
    • (1958) Journal of the Society for Industrial and Applied Mathematics , vol.6 , Issue.4 , pp. 393-437
    • White, P.1
  • 16
    • 0036018630 scopus 로고    scopus 로고
    • Low-rank approximations with sparse factors I: Basic algorithms and error analysis
    • Z. Zhang, H. Zha, and H. Simon, Low-rank approximations with sparse factors I: Basic algorithms and error analysis. SIAM J. Matrix Anal. Appl., 23 (2002), pp. 706-727.
    • (2002) SIAM J. Matrix Anal. Appl. , vol.23 , pp. 706-727
    • Zhang, Z.1    Zha, H.2    Simon, H.3
  • 17
    • 8344290401 scopus 로고    scopus 로고
    • Low-rank approximations with sparse factors II: Penalized methods with discrete Newton-like iterations
    • Z. Zhang, H. Zha, and H. Simon, Low-rank approximations with sparse factors II: Penalized methods with discrete Newton-like iterations. SIAM J. Matrix Anal. Appl., 25 (2004), pp. 901-920.
    • (2004) SIAM J. Matrix Anal. Appl. , vol.25 , pp. 901-920
    • Zhang, Z.1    Zha, H.2    Simon, H.3


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