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1
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84891283756
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Wiley, Chichester
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A. Cichocki, R Zdunek, A.-H. Phan, and S. Amari, Nonnegative Matrix and Tensor Factorizations: Applications to Exploratory Multi-way Data Analysis and Blind Source Separation, Wiley, Chichester, 2009.
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(2009)
Nonnegative Matrix and Tensor Factorizations: Applications to Exploratory Multi-way Data Analysis and Blind Source Separation
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Cichocki, A.1
Zdunek, R.2
Phan, A.-H.3
Amari, S.4
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2
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48249100881
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Algorithms for sparse nonnegative tucker decompositions
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M. Mørup, L.K. Hansen, and S.M. Arnfred, "Algorithms for Sparse Nonnegative Tucker Decompositions," Neural Computation, vol. 20, pp. 2112-2131, 2008.
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Neural Computation
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Mørup, M.1
Hansen, L.K.2
Arnfred, S.M.3
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4
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79956048185
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Extended HALS algorithm for nonnegative Tucker decomposition and its applications for multiway analysis and classification
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In Press, Corrected Proof
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A.-H. Phan and A. Cichocki, "Extended HALS algorithm for nonnegative Tucker decomposition and its applications for multiway analysis and classification," Neurocomputing, vol. In Press, Corrected Proof, pp.-, 2011.
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(2011)
Neurocomputing
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Phan, A.-H.1
Cichocki, A.2
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5
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78751515806
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Tensor decompositions for feature extraction and classification of high dimensional datasets
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A.-H. Phan and A. Cichocki, "Tensor decompositions for feature extraction and classification of high dimensional datasets," Nonlinear Theory and Its Applications, IEICE (invited paper), vol. 1, no. 1, pp. 37-68, 2010.
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(2010)
Nonlinear Theory and Its Applications, IEICE (Invited Paper)
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, pp. 37-68
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Phan, A.-H.1
Cichocki, A.2
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6
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0030775193
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A weighted non-negative least squares algorithm for threeway PARAFAC factor analysis
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P. Paatero, "A weighted non-negative least squares algorithm for threeway PARAFAC factor analysis," Chemometrics Intelligent Laboratory Systems, vol. 38, no. 2, pp. 223-242, 1997.
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Chemometrics Intelligent Laboratory Systems
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Paatero, P.1
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8
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80052204176
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Low complexity damped Gauss-Newton algorithms for parallel factor analysis
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under review
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A.-H. Phan, P. Tichavský, and A. Cichocki, "Low complexity damped Gauss-Newton algorithms for parallel factor analysis," SIAM, SIMAX, 2010, (under review).
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(2010)
SIAM, SIMAX
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Phan, A.-H.1
Tichavský, P.2
Cichocki, A.3
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9
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80051650265
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Fast damped Gauss- Newton algorithm for sparse and nonnegative tensor factorization
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A.-H. Phan, P. Tichavský, and A. Cichocki, "Fast damped Gauss- Newton algorithm for sparse and nonnegative tensor factorization," in ICASSP, 2011.
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(2011)
ICASSP
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Phan, A.-H.1
Tichavský, P.2
Cichocki, A.3
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10
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68649096448
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Tensor decompositions and applications
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September
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T.G. Kolda and B.W. Bader, "Tensor decompositions and applications," SIAM Review, vol. 51, no. 3, pp. 455-500, September 2009.
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(2009)
SIAM Review
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Kolda, T.G.1
Bader, B.W.2
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11
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76649109898
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Local learning rules for nonnegative Tucker decomposition
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A.-H. Phan and A. Cichocki, "Local learning rules for nonnegative Tucker decomposition," LNCS, ICONIP, vol. 5863, pp. 538-545, 2009.
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(2009)
LNCS, ICONIP
, vol.5863
, pp. 538-545
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Phan, A.-H.1
Cichocki, A.2
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12
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0034144758
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A multilinear singular value decomposition
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L. De Lathauwer, B. de Moor, and J. Vandewalle, "A multilinear singular value decomposition," SIAM Journal of Matrix Analysis and Applications, vol. 21, pp. 1253-1278, 2001.
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(2001)
SIAM Journal of Matrix Analysis and Applications
, vol.21
, pp. 1253-1278
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De Lathauwer, L.1
De Moor, B.2
Vandewalle, J.3
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14
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80051631563
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Stability of candecomp-parafac tensor decomposition
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P. Tichavský and Z. Koldovsky, "Stability of candecomp-parafac tensor decomposition," in ICASSP, 2011.
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(2011)
ICASSP
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Tichavský, P.1
Koldovsky, Z.2
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