E. Acar, T. G. Kolda, D. M. Dunlavy, and M. Mørup, Scalable tensor factorizations for incomplete data, Chemometrics and Intelligent Laboratory Systems, vol.106, issue.1, pp.41-56, 2011.
DOI : 10.1016/j.chemolab.2010.08.004

S. Boyd and L. Vandenberghe, Convex optimization, 2004.

R. Bro, S. De, and . Jong, A fast non-negativity-constrained least squares algorithm, Journal of Chemometrics, vol.11, issue.5, pp.393-401, 1997.
DOI : 10.1002/(SICI)1099-128X(199709/10)11:5<393::AID-CEM483>3.0.CO;2-L

P. Comon, X. Luciani, A. A. De, and . Almeida, Tensor decompositions, alternating least squares and other tales, Journal of Chemometrics, vol.78, issue.8, pp.393-405, 2009.
DOI : 10.1016/j.laa.2009.01.014/
URL : https://hal.archives-ouvertes.fr/hal-00410057

F. L. Hitchcock, The Expression of a Tensor or a Polyadic as a Sum of Products, Journal of Mathematics and Physics, vol.6, issue.1-4, pp.165-189, 1927.
DOI : 10.1002/sapm192761164

D. Lee-and-h and . Seung, Learning the parts of objects by nonnegative matrix factorization, Nature, pp.788-791, 1999.

L. Lim and P. Comon, Nonnegative approximations of nonnegative tensors, Journal of Chemometrics, vol.36, issue.3, pp.432-441, 2009.
DOI : 10.1002/cem.1244
URL : https://hal.archives-ouvertes.fr/hal-00410056

P. Paatero, Construction and analysis of degenerate PARAFAC models, Journal of Chemometrics, vol.8, issue.3, pp.285-299, 2000.
DOI : 10.1002/1099-128X(200005/06)14:3<285::AID-CEM584>3.0.CO;2-1

P. Paatero, A weighted non-negative least squares algorithm for three-way ???PARAFAC??? factor analysis, Chemometrics and Intelligent Laboratory Systems, vol.38, issue.2, pp.223-242, 1997.
DOI : 10.1016/S0169-7439(97)00031-2

E. Polak, Optimization algorithms and consistent approximations, 1997.

G. Tomasi and R. Bro, PARAFAC and missing values, Chemometrics and Intelligent Laboratory Systems, vol.75, issue.2, pp.163-180, 2005.
DOI : 10.1016/j.chemolab.2004.07.003

J. Royer, N. Thirion-moreau, and P. Comon, Computing the polyadic decomposition of nonnegative third order tensors, Signal Processing, vol.91, issue.9, pp.2159-2171, 2011.
DOI : 10.1016/j.sigpro.2011.03.006
URL : https://hal.archives-ouvertes.fr/hal-00618729

J. Royer, P. Comon, and N. Thirion-moreau, Computing the nonnegative 3-way tensor factorization using Tikhonov regularization, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.2732-2735, 2011.
DOI : 10.1109/ICASSP.2011.5947050
URL : https://hal.archives-ouvertes.fr/hal-00641065

A. Smilde, R. Bro, and A. P. Geladi, Multi-Way Analysis with applications in the chemical sciences, 2004.
DOI : 10.1002/0470012110

Q. Zhang, H. Wang, R. Plemmons, and A. P. Pauca, Tensors methods for hyperspectral data processing: a space object identification study, J. Opt. Soc. Am. A, 2008.