메뉴 건너뛰기




Volumn , Issue , 2007, Pages

Nonnegative tucker decomposition

Author keywords

[No Author keywords available]

Indexed keywords

CONSTRAINT THEORY; TENSORS; THREE DIMENSIONAL COMPUTER GRAPHICS;

EID: 35148814016     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2007.383405     Document Type: Conference Paper
Times cited : (225)

References (27)
  • 1
    • 33845525246 scopus 로고    scopus 로고
    • Algorithm 862: MATLAB tensor classes for fast algorithm prototyping
    • 324
    • B. W. Bader and T. G. Kolda. Algorithm 862: MATLAB tensor classes for fast algorithm prototyping. ACM Trans. Mathematical. Software, 32(4):635-653, 2006. 6
    • (2006) ACM Trans. Mathematical. Software , vol.635-653 , pp. 6
    • Bader, B.W.1    Kolda, T.G.2
  • 2
    • 34250499792 scopus 로고
    • Analysis of individual differences in multidimensional scaling via an N-way generalization of Eckart-Young' decomposition
    • J. D. Carroll and J. J. Chang. Analysis of individual differences in multidimensional scaling via an N-way generalization of Eckart-Young' decomposition. Psychometrika, 35:283-319, 1970. 1
    • (1970) Psychometrika , vol.35 , Issue.283-319 , pp. 1
    • Carroll, J.D.1    Chang, J.J.2
  • 4
    • 0034144758 scopus 로고    scopus 로고
    • L. de Lathauwer, B. de Moor, and J. Vandewalle. A multilinear singular value decomposition. SIAM J. Matrix Anal. Appl., 21(4): 1253-1278, 2000. 1
    • L. de Lathauwer, B. de Moor, and J. Vandewalle. A multilinear singular value decomposition. SIAM J. Matrix Anal. Appl., 21(4): 1253-1278, 2000. 1
  • 5
    • 0002740437 scopus 로고
    • Foundations of the PARAFAC procedure: Models and conditions for an "Exploratory" multi-modal factor analysis
    • R. A. Harshman. Foundations of the PARAFAC procedure: Models and conditions for an "Exploratory" multi-modal factor analysis. UCLA Working Papers in Phonetics, 16:1-84, 1970. 1
    • (1970) UCLA Working Papers in Phonetics , vol.16 , Issue.1-84 , pp. 1
    • Harshman, R.A.1
  • 6
    • 0002740439 scopus 로고
    • Determination and proof of minimum uniqueness conditions for PARAFAC1
    • R. A. Harshman. Determination and proof of minimum uniqueness conditions for PARAFAC1. UCLA Working Papers in Phonetics, 22:111-117, 1972. 3
    • (1972) UCLA Working Papers in Phonetics , vol.22 , Issue.111-117 , pp. 3
    • Harshman, R.A.1
  • 8
    • 84900510076 scopus 로고    scopus 로고
    • Non-negative matrix factorization with sparseness constraints
    • 5
    • P. O. Hoyer. Non-negative matrix factorization with sparseness constraints. Journal of Machine Learning Research, 5:1457-1469, 2004. 6
    • (2004) Journal of Machine Learning Research , vol.1457-1469 , pp. 6
    • Hoyer, P.O.1
  • 10
    • 0033646780 scopus 로고    scopus 로고
    • Towards a standardized notation and terminology in multiway analysis
    • H. A. L. Kiers. Towards a standardized notation and terminology in multiway analysis. Journal of Chemometrics, 14:105-122, 2000. 2
    • (2000) Journal of Chemometrics , vol.14 , Issue.105-122 , pp. 2
    • Kiers, H.A.L.1
  • 11
    • 0002332422 scopus 로고
    • Principal component analysis of three-mode data by means of alternating least squares algorithms
    • P. M. Kroonenberg and J. de Leeuw. Principal component analysis of three-mode data by means of alternating least squares algorithms. Psychometrika, 45:69-97, 1980. 1
    • (1980) Psychometrika , vol.45 , Issue.69-97 , pp. 1
    • Kroonenberg, P.M.1    de Leeuw, J.2
  • 12
    • 48749101457 scopus 로고
    • Three-way arrays: Rank and uniqueness of trilinear decompositions, with application to arithmetic complexity and statistics
    • 182
    • J. B. Kruskal. Three-way arrays: Rank and uniqueness of trilinear decompositions, with application to arithmetic complexity and statistics. Linear Algebra and its Applications, 18(2):95-138, 1977. 3
    • (1977) Linear Algebra and its Applications , vol.95-138 , pp. 3
    • Kruskal, J.B.1
  • 13
    • 0033592606 scopus 로고    scopus 로고
    • Learning the parts of objects by non-negative matrix factorization
    • D. D. Lee and H. S. Seung. Learning the parts of objects by non-negative matrix factorization. Nature, 401:788-791, 1999. 1
    • (1999) Nature , vol.401 , Issue.788-791 , pp. 1
    • Lee, D.D.1    Seung, H.S.2
  • 15
    • 35148889652 scopus 로고    scopus 로고
    • Sparse higher order non-negative matrix factorization
    • Technical report, Technical University of Denmark
    • M. Mørup, L. K. Hansen, and S. M. Arnfred. Sparse higher order non-negative matrix factorization. Technical report, Technical University of Denmark, 2006. http://www.mortenm.orup.dk. 2
    • (2006) , pp. 2
    • Mørup, M.1    Hansen, L.K.2    Arnfred, S.M.3
  • 16
    • 0028561099 scopus 로고
    • Positive matrix factorization: A non-negative factor model with optimal utilization of error estimates of data values
    • P. Paatero and U. Tapper. Positive matrix factorization: A non-negative factor model with optimal utilization of error estimates of data values. Environmetrics, 5:111-126, 1994. 1
    • (1994) Environmetrics , vol.5 , Issue.111-126 , pp. 1
    • Paatero, P.1    Tapper, U.2
  • 17
    • 31544468696 scopus 로고    scopus 로고
    • A. Pascual-Montano, J. M. Carazo, K. K. D. Lehmann, and R. D. Pascual-Margui. Nonsmooth nonnegtive matrix facotorization (nsNMF). IEEE Trans. Pattern Analysis and Machine Intelligence, 28(3):403-415, 2006. 1, 2, 5
    • A. Pascual-Montano, J. M. Carazo, K. K. D. Lehmann, and R. D. Pascual-Margui. Nonsmooth nonnegtive matrix facotorization (nsNMF). IEEE Trans. Pattern Analysis and Machine Intelligence, 28(3):403-415, 2006. 1, 2, 5
  • 19
    • 31844432834 scopus 로고    scopus 로고
    • Non-negative tensor factorization with applications to statistics and computer vision
    • Bonn, Germany
    • A. Shashua and T. Hazan. Non-negative tensor factorization with applications to statistics and computer vision. In Proceedings of International Conference on Machine Learning, Bonn, Germany, 2005. 1, 3, 6
    • (2005) Proceedings of International Conference on Machine Learning , vol.1 , Issue.3 , pp. 6
    • Shashua, A.1    Hazan, T.2
  • 20
    • 0013953617 scopus 로고
    • Some mathematical notes on three-mode factor analysis
    • L. R. Tucker. Some mathematical notes on three-mode factor analysis. Psychometrika, 31:279-311, 1966. 1
    • (1966) Psychometrika , vol.31 , Issue.279-311 , pp. 1
    • Tucker, L.R.1
  • 25
    • 0034861343 scopus 로고    scopus 로고
    • M. Welling and M. Weber. Positive tensor factorization. Pattern Recognition Letters, 22:1255-1261, 2001. 1, 3, 6
    • M. Welling and M. Weber. Positive tensor factorization. Pattern Recognition Letters, 22:1255-1261, 2001. 1, 3, 6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.