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Volumn 5264 LNCS, Issue PART 2, 2008, Pages 772-782

Fast and efficient algorithms for nonnegative Tucker decomposition

Author keywords

Alpha divergence; Beta divergence; Hierarchical decomposition; Nonnegative matrix factorization (NMF); Nonnegative Tucker decomposition (NTD)

Indexed keywords

FACTORIZATION; MATRIX ALGEBRA;

EID: 54949151189     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-87734-9_88     Document Type: Conference Paper
Times cited : (23)

References (14)
  • 2
    • 0013953617 scopus 로고
    • Some Mathematical Notes on Three-mode Factor Analysis
    • Tucker, L.R.: Some Mathematical Notes on Three-mode Factor Analysis. Psychometrika 31, 279-311 (1966)
    • (1966) Psychometrika , vol.31 , pp. 279-311
    • Tucker, L.R.1
  • 4
    • 48249100881 scopus 로고    scopus 로고
    • Mørup, M., Hansen, L.K., Arnfred, S.M.: Algorithms for Sparse Nonnegative Tucker Decompositions. Neural Computation (in print, 2008)
    • Mørup, M., Hansen, L.K., Arnfred, S.M.: Algorithms for Sparse Nonnegative Tucker Decompositions. Neural Computation (in print, 2008)
  • 5
    • 34250499792 scopus 로고
    • Analysis of Individual Differences in Multidimensional Scaling via an N-way Generalization of Eckart-Young Decomposition
    • Carroll, J.D., Chang, J.J.: Analysis of Individual Differences in Multidimensional Scaling via an N-way Generalization of Eckart-Young Decomposition. Psychometrika 35, 283-319 (1970)
    • (1970) Psychometrika , vol.35 , pp. 283-319
    • Carroll, J.D.1    Chang, J.J.2
  • 6
  • 7
    • 33749240412 scopus 로고    scopus 로고
    • Extended SMART Algorithms for Non-Negative Matrix: Factorization
    • Rutkowski, L, Tadeusiewicz, R, Zadeh, L.A, Żurada, J.M, eds, ICAISC 2006, Springer, Heidelberg
    • Cichocki, A., Amari, S., Zdunek, R., Kompass, R., Hori, G., He, Z.: Extended SMART Algorithms for Non-Negative Matrix: Factorization. In: Rutkowski, L., Tadeusiewicz, R., Zadeh, L.A., Żurada, J.M. (eds.) ICAISC 2006. LNCS (LNAI), vol. 4029. Springer, Heidelberg (2006)
    • (2006) LNCS (LNAI , vol.4029
    • Cichocki, A.1    Amari, S.2    Zdunek, R.3    Kompass, R.4    Hori, G.5    He, Z.6
  • 8
    • 34547497161 scopus 로고    scopus 로고
    • Cichocki, A., Zdunek, R., Choi, S., Plemmons, R., Amari, S.: Non-negative Tensor Factorization Using Alpha and Beta Divergences. In: International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2007), pp. 1393-1396. IEEE Press, Honolulu (2007)
    • Cichocki, A., Zdunek, R., Choi, S., Plemmons, R., Amari, S.: Non-negative Tensor Factorization Using Alpha and Beta Divergences. In: International Conference on Acoustics, Speech, and Signal Processing "(ICASSP 2007), pp. 1393-1396. IEEE Press, Honolulu (2007)
  • 9
    • 0034144761 scopus 로고    scopus 로고
    • On the Best Rank-1 and Rank-(R1,R2,. . . ,RN) Approximation of Higher-Order Tensors
    • Lathauwer, L.D., Moor, B.D., Vandewalle, J.: On the Best Rank-1 and Rank-(R1,R2,. . . ,RN) Approximation of Higher-Order Tensors. SIAM J. Matrix Anal. Appl. 21, 1324-1342 (2000)
    • (2000) SIAM J. Matrix Anal. Appl , vol.21 , pp. 1324-1342
    • Lathauwer, L.D.1    Moor, B.D.2    Vandewalle, J.3
  • 11
    • 58849098948 scopus 로고    scopus 로고
    • Bader, B.W, Kolda, T.G, MATLAB Tensor Toolbox Version 2.2 2007
    • Bader, B.W., Kolda, T.G.: MATLAB Tensor Toolbox Version 2.2 (2007), http://csmr.ca.sandia.gov/~tgkolda/TensorToolbox/
  • 13
    • 38049090241 scopus 로고    scopus 로고
    • NMFLAB - NTFLAB for Signal and Image Processing
    • Technical Report, Laboratory for Advanced Brain Signal Processing, BSI, RIKEN
    • Cichocki, A., Zdunek, R.: NMFLAB - NTFLAB for Signal and Image Processing. Technical Report, Laboratory for Advanced Brain Signal Processing, BSI, RIKEN (2006), http ://www.bsp.brain.riken.jp
    • (2006)
    • Cichocki, A.1    Zdunek, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.