Articles de revue

Elaheh Sobhani, Pierre Comon, Christian Jutten, Massoud Babaie-Zadeh. CorrIndex: a permutation invariant performance index. Signal Processing, Elsevier, 2022, 195, pp.108457. ⟨10.1016/j.sigpro.2022.108457⟩. ⟨hal-03230210v2⟩

Zhen Long, Ce Zhu, Jiani Liu, Pierre Comon, Yipeng Liu. Trainable Subspaces for Low Rank Tensor Completion: Model and Analysis. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, In press, ⟨10.1109/TSP.2022.3173470⟩. ⟨hal-03656758⟩

Pierre Maho, Cyril Herrier, Thierry Livache, Pierre Comon, Simon Barthelme. A calibrant-free drift compensation method for gas sensor arrays. Chemometrics and Intelligent Laboratory Systems, Elsevier, 2022, 225 (June), pp.104549. ⟨10.1016/j.chemolab.2022.104549⟩. ⟨hal-03409223v2⟩

Clémence Prévost, Konstantin Usevich, Martin Haardt, Pierre Comon, David Brie. Constrained Cramér–Rao bounds for reconstruction problems formulated as coupled canonical polyadic decompositions. Signal Processing, Elsevier, 2022, 198, pp.108573. ⟨10.1016/j.sigpro.2022.108573⟩. ⟨hal-03651874⟩

Pierre Maho, Cyril Herrier, Thierry Livache, Pierre Comon, Simon Barthelme. Real-time gas recognition and gas unmixing in robot applications. Sensors and Actuators B: Chemical, Elsevier, 2021, 330, pp.129111. ⟨10.1016/j.snb.2020.129111⟩. ⟨hal-02448737v2⟩

Marouane Nazih, Khalid Minaoui, Elaheh Sobhani, Pierre Comon. Computation of low-rank tensor approximation under existence constraint via a forward-backward algorithm. Signal Processing, Elsevier, 2021, 188, pp.108178. ⟨10.1016/j.sigpro.2021.108178⟩. ⟨hal-03149860⟩

Jianze Li, Konstantin Usevich, Pierre Comon. Jacobi-type algorithm for low rank orthogonal approximation of symmetric tensors and its convergence analysis. Pacific journal of optimization, Yokohama Publishers, 2021, 17 (3), pp.357-379. ⟨hal-03233467⟩

Sebastian Miron, Yassine Zniyed, Remy Boyer, André de Almeida, Gérard Favier, et al.. Tensor methods for multisensor signal processing. IET Signal Processing, Institution of Engineering and Technology, 2021, 14 (10), pp.693-709. ⟨10.1049/iet-spr.2020.0373⟩. ⟨hal-03024673⟩

Yang Xu, Zebin Wu, Jocelyn Chanussot, Pierre Comon, Zhihui Wei. Nonlocal Coupled Tensor CP Decomposition for Hyperspectral and Multispectral Image Fusion. IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2020, 58 (1), pp.348-362. ⟨10.1109/TGRS.2019.2936486⟩. ⟨hal-02123922⟩

Pierre Maho, Cyril Herrier, Thierry Livache, Guillaume Rolland, Pierre Comon, et al.. Reliable chiral recognition with an optoelectronic nose. Biosensors and Bioelectronics, Elsevier, 2020, 159 (July), pp.112183. ⟨10.1016/j.bios.2020.112183⟩. ⟨hal-02534216v2⟩

Mohamad Jouni, Mauro Dalla Mura, Pierre Comon. Hyperspectral Image Classification Based on Mathematical Morphology and Tensor Decomposition. Mathematical Morphology - Theory and Applications, De Gruyter 2020, 4 (1), pp.1-30. ⟨10.1515/mathm-2020-0001⟩. ⟨hal-02401272v3⟩

Marouane Nazih, Khalid Minaoui, Pierre Comon. Using the Proximal Gradient and the Accelerated Proximal Gradient as a Canonical Polyadic tensor decomposition Algorithms in difficult situations. Signal Processing, Elsevier, 2020, 171, pp.107472. ⟨10.1016/j.sigpro.2020.107472⟩. ⟨hal-02433477⟩

Konstantin Usevich, Jianze Li, Pierre Comon. Approximate matrix and tensor diagonalization by unitary transformations: convergence of Jacobi-type algorithms. SIAM Journal on Optimization, Society for Industrial and Applied Mathematics, 2020, 30 (4), pp.2998-3028. ⟨10.1137/19M125950X⟩. ⟨hal-01998900v4⟩

Clémence Prévost, Konstantin Usevich, Pierre Comon, David Brie. Hyperspectral super-resolution with coupled Tucker approximation: Recoverability and SVD-based algorithms. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2020, 68, pp.931-946. ⟨10.1109/TSP.2020.2965305⟩. ⟨hal-01911969v4⟩

José Henrique de Morais Goulart, Pedro Marinho R. de Oliveira, Rodrigo Cabral Farias, Vicente Zarzoso, Pierre Comon. Alternating group lasso for block-term tensor decomposition with application to ECG source separation. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2020, 68, pp.2682-2696. ⟨10.1109/TSP.2020.2985591⟩. ⟨hal-01899469v3⟩

Pierre Comon, Lim Lek-Heng, Yang Qi, Ke Ye. Topology of tensor ranks. Advances in Mathematics, Elsevier, 2020, 367, pp.107128. ⟨10.1016/j.aim.2020.107128⟩. ⟨hal-02361504⟩

José Henrique de Morais Goulart, Pierre Comon. On the minimal ranks of matrix pencils and the existence of a best approximate block-term tensor decomposition. Linear Algebra and its Applications, Elsevier, 2019, 561, pp.161 - 186. ⟨10.1016/j.laa.2018.09.031⟩. ⟨hal-01909603⟩

Jianze Li, Konstantin Usevich, Pierre Comon. On approximate diagonalization of third order symmetric tensors by orthogonal transformations. Linear Algebra and its Applications, Elsevier, 2019, 576, pp.324-351. ⟨10.1016/j.laa.2019.03.006⟩. ⟨hal-02092389⟩

Jianze Li, Konstantin Usevich, Pierre Comon. Globally convergent Jacobi-type algorithms for simultaneous orthogonal symmetric tensor diagonalization. SIAM Journal on Matrix Analysis and Applications, Society for Industrial and Applied Mathematics, 2018, 39 (1), pp.1-22. ⟨10.1137/17M1116295⟩. ⟨hal-01628257⟩

Saloua Chlaily, Chengfang Ren, Pierre-Olivier Amblard, Olivier Michel, Pierre Comon, et al.. Information-Estimation relationship in mismatched Gaussian channels. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2017, 24 (5), pp.688-692. ⟨10.1109/LSP.2017.2687764⟩. ⟨hal-01493481⟩

Souleymen Sahnoun, El-Hadi Djermoune, David Brie, Pierre Comon. A simultaneous sparse approximation method for multidimensional harmonic retrieval. Signal Processing, Elsevier, 2017, 131, pp.36-48. ⟨10.1016/j.sigpro.2016.07.029⟩. ⟨hal-01174780v2⟩

Pierre Comon, Yang Qi, Konstantin Usevich. Identifiability of an X-Rank Decomposition of Polynomial Maps. SIAM Journal on Applied Algebra and Geometry, Society for Industrial and Applied Mathematics 2017, 1 (1), pp.388-414. ⟨10.1137/16M1108388⟩. ⟨hal-01763858⟩

Francesca Raimondi, Pierre Comon. Tensor DoA Estimation with Directional Elements. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2017, 24 (5), pp. 648 - 652. ⟨10.1109/LSP.2017.2685244⟩. ⟨hal-01369713v2⟩

Hanna Becker, Laurent Albera, Pierre Comon, Amar Kachenoura, Isabelle Merlet. A Penalized Semialgebraic Deflation ICA Algorithm for the Efficient Extraction of Interictal Epileptic Signals. IEEE Journal of Biomedical and Health Informatics, Institute of Electrical and Electronics Engineers, 2017, 21 (1), pp.94-104. ⟨10.1109/JBHI.2015.2504126⟩. ⟨hal-01246030⟩

Souleymen Sahnoun, Konstantin Usevich, Pierre Comon. Multidimensional ESPRIT for Damped and Undamped Signals: Algorithm, Computations, and Perturbation Analysis. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2017, 65 (22), pp. 5897-5910. ⟨10.1109/TSP.2017.2736512⟩. ⟨hal-01360438v3⟩

Hanna Becker, Laurent Albera, Pierre Comon, Jean-Claude Nunes, Rémi Gribonval, et al.. SISSY: an efficient and automatic algorithm for the analysis of EEG sources based on structured sparsity. NeuroImage, Elsevier, 2017, 157, pp.157-172. ⟨10.1016/j.neuroimage.2017.05.046⟩. ⟨inserm-01617155⟩

Francesca Raimondi, Rodrigo Cabral Farias, Olivier Michel, Pierre Comon. Wideband multiple diversity tensor array processing. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2017, 65 (20), pp.5334-5346. ⟨10.1109/TSP.2017.2725219⟩. ⟨hal-01350549v5⟩

Francesca Raimondi, Pierre Comon, Olivier Michel, Souleymen Sahnoun, Agnes Helmstetter. Tensor decomposition exploiting diversity of propagation velocities; application to localization of icequake events. Signal Processing, Elsevier, 2016, 118, pp.75 - 88. ⟨10.1016/j.sigpro.2015.06.015⟩. ⟨hal-01118401v2⟩

Yang Qi, Pierre Comon, Lek-Heng Lim. Semialgebraic Geometry of Nonnegative Tensor Rank. SIAM Journal on Matrix Analysis and Applications, Society for Industrial and Applied Mathematics, 2016, 37 (4), pp.1556 - 1580. ⟨10.1137/16M1063708⟩. ⟨hal-01763832⟩

Alex da Silva, Pierre Comon, André de Almeida. On the reduction of multivariate quadratic systems to best rank-1 approximation of three-way tensors. Applied Mathematics Letters, Elsevier, 2016, 62, pp.9 - 15. ⟨10.1016/j.aml.2016.06.006⟩. ⟨hal-01567408⟩

Rodrigo Cabral Farias, Jérémy Cohen, Pierre Comon. Exploring multimodal data fusion through joint decompositions with flexible couplings. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2016, 64 (18), pp.4830-4844. ⟨10.1109/TSP.2016.2576425⟩. ⟨hal-01158082⟩

Konstantin Usevich, Pierre Comon. Hankel low-rank matrix completion: performance of the nuclear norm relaxation. IEEE Journal of Selected Topics in Signal Processing, IEEE, 2016, 10 (4), pp.637-646. ⟨10.1109/JSTSP.2016.2535182⟩. ⟨hal-01130631v3⟩

Alex Pereira da Silva, Pierre Comon, André de Almeida. A finite algorithm to compute rank-1 tensor approximations. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2016, 23 (7), pp.959-963. ⟨10.1109/LSP.2016.2570862⟩. ⟨hal-01385538⟩

Miguel Angel Veganzones, Jérémy Cohen, Rodrigo Cabral Farias, Jocelyn Chanussot, Pierre Comon. Nonnegative tensor CP decomposition of hyperspectral data. IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2016, 54 (5), pp.2577-2588. ⟨10.1109/TGRS.2015.2503737⟩. ⟨hal-01134470v2⟩

Souleymen Sahnoun, Pierre Comon. Approximation tensorielle sous contrainte d'existence. Application au traitement d'antennes. Traitement du Signal, Lavoisier, 2016, 33 (1), pp.11-33. ⟨10.3166/TS.33.11-33⟩. ⟨hal-01281032⟩

Hanna Becker, Laurent Albera, Pierre Comon, Rémi Gribonval, Fabrice Wendling, et al.. Localization of Distributed EEG Sources in the Context of Epilepsy: A Simulation Study. Innovation and Research in BioMedical engineering, Elsevier Masson, 2016, 37 (5-6), pp.242-253. ⟨10.1016/j.irbm.2016.04.001⟩. ⟨hal-01359237⟩

Jérémy Cohen, Pierre Comon, Xavier Luciani. Correcting inner filter effects, a non multilinear tensor decomposition method. Chemometrics and Intelligent Laboratory Systems, Elsevier, 2016, 150, pp.29-40. ⟨10.1016/j.chemolab.2015.11.002⟩. ⟨hal-01158152⟩

Yang Qi, Pierre Comon, Lek-Heng Lim. Uniqueness of Nonnegative Tensor Approximations. IEEE Transactions on Information Theory, Institute of Electrical and Electronics Engineers, 2016, 62 (4), pp.2170-2183. ⟨10.1109/TIT.2016.2532906⟩. ⟨hal-01015519v5⟩

José Henrique de Morais Goulart, Maxime Boizard, Remy Boyer, Gérard Favier, Pierre Comon. Tensor CP Decomposition with Structured Factor Matrices: Algorithms and Performance. IEEE Journal of Selected Topics in Signal Processing, IEEE, 2016, 10 (4), pp.757-769. ⟨10.1109/JSTSP.2015.2509907⟩. ⟨hal-01246855⟩

Francesca Raimondi, Pierre Comon, Olivier Michel, Umberto Spagnolini. Multidimensional factorization through helical mapping. Signal Processing, Elsevier, 2016, 131, pp.171-180. ⟨10.1016/j.sigpro.2016.08.014⟩. ⟨hal-01285533⟩

Jean-Philip Royer, Nadège Thirion-Moreau, Pierre Comon, Roland Redon, Stéphane Mounier. A regularized nonnegative canonical polyadic decomposition algorithm with preprocessing for 3D fluorescence spectroscopy. Journal of Chemometrics, Wiley, 2015, 29 (4), pp.253-265. ⟨10.1002/cem.2709⟩. ⟨hal-01126693⟩

Jérémy Cohen, Rodrigo Cabral Farias, Pierre Comon. Fast Decomposition of Large Nonnegative Tensors. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2015, 22 (7), pp.862-866. ⟨10.1109/LSP.2014.2374838⟩. ⟨hal-01069069⟩

Souleymen Sahnoun, Pierre Comon. Joint Source Estimation and Localization. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2015, 63 (10), pp.2485-2495. ⟨10.1109/TSP.2015.2404311⟩. ⟨hal-01005352v2⟩

Hanna Becker, Laurent Albera, Pierre Comon, Rémi Gribonval, Fabrice Wendling, et al.. Brain source imaging: from sparse to tensor models. IEEE Signal Processing Magazine, Institute of Electrical and Electronics Engineers, 2015, 32 (6), pp.100-112. ⟨10.1109/MSP.2015.2413711⟩. ⟨hal-01190559⟩

Agnes Helmstetter, Luc Moreau, Barbara Nicolas, Pierre Comon, Michel Gay. Intermediate-depth icequakes and harmonic tremor in an Alpine glacier (glacier d 'Argentiere,France): evidence for hydraulic fracturing. Journal of Geophysical Research: Earth Surface, American Geophysical Union/Wiley, 2015, 120 (3), pp.402-416. ⟨10.1002/2014JF003289⟩. ⟨hal-01118889⟩

Agnès Helmstetter, Barbara Nicolas, Pierre Comon, Michel Gay. Basal icequakes recorded beneath an Alpine glacier (Glacier d 'Argentiere, MontBlanc, France): evidence for stick-slip motion. Journal of Geophysical Research: Earth Surface, American Geophysical Union/Wiley, 2015, 120 (3), pp.379-401. ⟨10.1002/2014JF003288⟩. ⟨hal-01118884⟩

Lek-Heng Lim, Pierre Comon. Blind Multilinear Identification. IEEE Transactions on Information Theory, Institute of Electrical and Electronics Engineers, 2014, 60 (2), pp.1260-1280. ⟨10.1109/TIT.2013.2291876⟩. ⟨hal-00763275v2⟩

Pierre Comon. Tensors: a Brief Introduction. IEEE Signal Processing Magazine, Institute of Electrical and Electronics Engineers, 2014, 31 (3), pp.44-53. ⟨10.1109/MSP.2014.2298533⟩. ⟨hal-00923279v4⟩

Awatif Rouijel, Khalid Minaoui, Pierre Comon, Driss Aboutajdine. CP decomposition approach to blind separation for DS-CDMA system using a new performance index. EURASIP Journal on Advances in Signal Processing, SpringerOpen, 2014, 2014, pp.128-139. ⟨10.1186/1687-6180-2014-128⟩. ⟨hal-01120562⟩

Mohammad Niknazar, Hanna Becker, Bertrand Rivet, Christian Jutten, Pierre Comon. Blind source separation of underdetermined mixtures of event-related sources. Signal Processing, Elsevier, 2014, 101, pp.52-64. ⟨10.1016/j.sigpro.2014.01.031⟩. ⟨hal-00952039⟩

Hanna Becker, Laurent Albera, Pierre Comon, Martin Haardt, Gwénaël Birot, et al.. EEG extended source localization: Tensor-based vs. conventional methods. NeuroImage, Elsevier, 2014, 96, pp.143-57. ⟨10.1016/j.neuroimage.2014.03.043⟩. ⟨hal-01011856⟩

Julie Coloigner, Ahmad Karfoul, Laurent Albera, Pierre Comon. Line search and trust region strategies for canonical decomposition of semi-nonnegative semi-symmetric 3rd order tensors. Linear Algebra and its Applications, Elsevier, 2014, 450, pp.334-374. ⟨10.1016/j.laa.2014.02.001⟩. ⟨hal-00945606⟩

Mikael Sorensen, Pierre Comon. Tensor Decompositions with Banded Matrix Factors. Linear Algebra and its Applications, Elsevier, 2013, 438 (1), pp.919-941. ⟨10.1016/j.laa.2011.10.044⟩. ⟨hal-00740572v2⟩

Laurent Galluccio, Olivier Michel, Pierre Comon, Mark Kliger, Alfred Hero. Clustering with a new distance measure based on a dual-rooted tree. Information Sciences, Elsevier, 2013, 251 (Dec), pp.96-113. ⟨10.1016/j.ins.2013.05.040⟩. ⟨hal-00726005v2⟩

Alessandra Bernardi, Jerome Brachat, Pierre Comon, Bernard Mourrain. General Tensor Decomposition, Moment Matrices and Applications. Journal of Symbolic Computation, Elsevier, 2013, 52 (May), pp.51-71. ⟨10.1016/j.jsc.2012.05.012⟩. ⟨inria-00590965v3⟩

Marc Castella, Selwa Rafi, Pierre Comon, Wojciech Pieczynski. Separation of instantaneous mixtures of dependent sources using classical ICA methods. EURASIP Journal on Advances in Signal Processing, SpringerOpen, 2013, pp.n/c. ⟨10.1186/1687-6180-2013-62⟩. ⟨hal-00830124⟩

Hanna Becker, Pierre Comon, Laurent Albera, Martin Haardt, Isabelle Merlet. Multi-way Space-Time-WaveVector analysis for EEG source separation. Signal Processing, Elsevier, 2012, 92 (4), pp.1021-1031. ⟨10.1016/j.sigpro.2011.10.014⟩. ⟨hal-00683304⟩

Laurent Albera, Amar Kachenoura, Pierre Comon, Ahmad Karfoul, Fabrice Wendling, et al.. ICA-based EEG denoising: a comparative analysis of fifteen methods. Bulletin of the Polish Academy of Sciences: Technical Sciences, Polish Academy of Sciences, 2012, 60 (3 Special issue on Data Mining in Bioengineering), pp.407-418. ⟨10.2478/v10175-012-0052-3⟩. ⟨hal-00740304⟩

Mikael Sorensen, Lieven de Lathauwer, Pierre Comon, Sylvie Icart, Luc Deneire. Canonical Polyadic decomposition with a Columnwise Orthonormal Factor Matrix. SIAM Journal on Matrix Analysis and Applications, Society for Industrial and Applied Mathematics, 2012, 33 (4), pp.1190-1213. ⟨10.1137/110830034⟩. ⟨hal-00781143⟩

Pierre Comon, Giorgio Ottaviani. On the typical rank of real binary forms. Linear and Multilinear Algebra, Taylor & Francis, 2012, 60 (6), pp.657-667. ⟨10.1080/03081087.2011.624097⟩. ⟨hal-00420415v2⟩

André Almeida, Xavier Luciani, Alwin Stegeman, Pierre Comon. CONFAC Decomposition Approach to Blind Identification of Underdetermined Mixtures Based on Generating Function Derivatives. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2012, 60 (11), pp.5698-5713. ⟨10.1109/TSP.2012.2208956⟩. ⟨hal-00739130⟩

Laurent Galluccio, Olivier Michel, Pierre Comon, Alfred Hero. Graph based k-means clustering. Signal Processing, Elsevier, 2012, 92 (9), pp.1970-1984. ⟨10.1016/j.sigpro.2011.12.009⟩. ⟨hal-00701886v2⟩

Jean-Philip Royer, Nadège Thirion-Moreau, Pierre Comon. Computing the polyadic decomposition of nonnegative third order tensors. Signal Processing, Elsevier, 2011, 91 (9), pp.2159-2171. ⟨10.1016/j.sigpro.2011.03.006⟩. ⟨hal-00618729⟩

Xavier Luciani, André de Almeida, Pierre Comon. Blind Identification of Underdetermined Mixtures Based on the Characteristic Function: The Complex Case. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2011, 59 (2), pp.540 - 553. ⟨10.1109/TSP.2010.2089625⟩. ⟨hal-00537838⟩

Carlos Estêvão Rolim Fernandes, Pierre Comon, Gérard Favier. Blind identification of MISO-FIR channels. Signal Processing, Elsevier, 2010, 90, pp.490-503. ⟨10.1016/j.sigpro.2009.07.023⟩. ⟨hal-00420044⟩

Lek-Heng Lim, Pierre Comon. Multiarray Signal Processing: Tensor decomposition meets compressed sensing. Comptes rendus de l’Académie des sciences. Série IIb, Mécanique, Elsevier, 2010, 338 (6), pp.311--320. ⟨10.1016/j.crme.2010.06.005⟩. ⟨hal-00512271⟩

Alwin Stegeman, Pierre Comon. Subtracting a best rank-1 approximation does not necessarily decrease tensor rank. Linear Algebra and its Applications, Elsevier, 2010, 433 (7), pp.1276--1300. ⟨10.1016/j.laa.2010.06.027⟩. ⟨hal-00512275⟩

Vicente Zarzoso, Pierre Comon, Ronald Phlypo. A Contrast Function for Independent Component Analysis Without Permutation Ambiguity. IEEE Transactions on Neural Networks, Institute of Electrical and Electronics Engineers, 2010, 21 (5), pp.863-868. ⟨hal-00543058⟩

Vicente Zarzoso, Pierre Comon. Robust Independent Component Analysis by Iterative Maximization of the Kurtosis Contrast with Algebraic Optimal Step Size. IEEE Transactions on Neural Networks, Institute of Electrical and Electronics Engineers, 2010, 21 (2), pp.248-261. ⟨hal-00457300⟩

Jérôme Brachat, Pierre Comon, Bernard Mourrain, Elias P. Tsigaridas. Symmetric tensor decomposition. Linear Algebra and its Applications, Elsevier, 2010, 433 (11-12), pp.1851-1872. ⟨10.1016/j.laa.2010.06.046⟩. ⟨inria-00355713v2⟩

Jean-Pierre Delmas, Yann Meurisse, Pierre Comon. Performance limits of alphabet diversities for FIR SISO channel identification. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2009, 57 (1), pp.73-82. ⟨10.1109/TSP.2008.2007926⟩. ⟨hal-00354686⟩

Lek-Heng Lim, Pierre Comon. Nonnegative approximations of nonnegative tensors. Journal of Chemometrics, Wiley, 2009, 23, pp.432-441. ⟨10.1002/cem.1244⟩. ⟨hal-00410056⟩

Pierre Comon, Jos ten Berge, Lieven de Lathauwer, Josephine Castaing. Generic and Typical Ranks of Multi-Way Arrays. Linear Algebra and its Applications, Elsevier, 2009, 430 (11), pp.2997-3007. ⟨10.1016/j.laa.2009.01.014⟩. ⟨hal-00410058⟩

Lotfi Senhadji, Amar Kachenoura, Laurent Albera, Pierre Comon. Sur l'exploitation des approches d'analyse en composantes indépendantes dans les interfaces cerveau machine. [On the use of independent component analysis techniques in the field of brain computer interface.]. Innovation and Research in BioMedical engineering, Elsevier Masson, 2009, 30 (5-6), pp.211-217. ⟨10.1016/j.irbm.2009.10.005⟩. ⟨hal-00913607⟩

Pierre Comon, Xavier Luciani, André de Almeida. Tensor Decompositions, Alternating Least Squares and other Tales. Journal of Chemometrics, Wiley, 2009, 23, pp.393-405. ⟨10.1002/cem.1236⟩. ⟨hal-00410057⟩

Sylvie Icart, Pierre Comon, Ludwig Rota. Blind Paraunitary Equalization. Signal Processing, Elsevier, 2009, 89 (3), pp.283-290. ⟨10.1016/j.sigpro.2008.08.014⟩. ⟨hal-00354719⟩

Vicente Zarzoso, Pierre Comon. Optimal Step-Size Constant Modulus Algorithm. IEEE Transactions on Communications, Institute of Electrical and Electronics Engineers, 2008, 56 (1), pp.10-13. ⟨10.1109/TCOMM.2008.050484⟩. ⟨hal-00327594⟩

Myriam Rajih, Pierre Comon, Richard Harshman. Enhanced Line Search : A Novel Method to Accelerate PARAFAC. SIAM Journal on Matrix Analysis and Applications, Society for Industrial and Applied Mathematics, 2008, 30 (3), pp.1148-1171. ⟨hal-00327595⟩

Amar Kachenoura, Laurent Albera, Lotfi Senhadji, Pierre Comon. ICA: A Potential Tool for BCI Systems. IEEE Signal Processing Magazine, Institute of Electrical and Electronics Engineers, 2008, 25 (1), pp.57-68. ⟨10.1109/MSP.2008.4408442⟩. ⟨inserm-00202706⟩

Vicente Zarzoso, Ronald Phlypo, Pierre Comon. A Contrast for Independent Component Analysis with Priors on Source Kurtosis Signs. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2008, 15, pp.501-504. ⟨10.1109/LSP.2008.919845⟩. ⟨hal-00342353⟩

Pierre Comon, Gene Golub, Lek-Heng Lim, Bernard Mourrain. Symmetric tensors and symmetric tensor rank. SIAM Journal on Matrix Analysis and Applications, Society for Industrial and Applied Mathematics, 2008, 30 (3), pp.1254-1279. ⟨hal-00327599⟩

Nicolas Petrochilos, Pierre Comon. A zero-cumulant random variable and its applications. Signal Processing, Elsevier, 2006, 86 (11), pp.3334 - 3338. ⟨10.1016/j.sigpro.2006.02.023⟩. ⟨hal-01693671⟩

Pierre Comon, Myriam Rajih. Blind Identification of Under-Determined Mixtures based on the Characteristic Function. Signal Processing, Elsevier, 2006, 86 (9), pp.3334-3338. ⟨hal-00263668⟩

Vicente Zarzoso, Pierre Comon. Blind and Semi-Blind Equalization Based on the Constant Power Criterion. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2005, 53 (11), pp.4363-4375. ⟨hal-00543147⟩

Laurent Albera, Anne Férreol, Pascal Chevalier, Pierre Comon. ICAR, a tool for Blind Source Separation using Fourth Order Statistics only. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2005, 53 (10), pp.3633-3643. ⟨10.1109/TSP.2005.855089⟩. ⟨hal-00743890⟩

Pierre Comon. Contrasts, Independent Component Analysis, and Blind Deconvolution. International Journal of Adaptive Control and Signal Processing, Wiley, 2004, 18 (3), pp.225--243. ⟨10.1002/acs.791⟩. ⟨hal-00542916⟩

Laurent Albera, Anne Férreol, Pierre Comon, Pascal Chevalier. Blind Identification of Overcomplete Mixtures of Sources (BIOME). Linear Algebra and its Applications, Elsevier, 2004, 391, pp.1-30. ⟨10.1016/j.laa.2004.05.007⟩. ⟨hal-00536010⟩

Pierre Comon, Ludwig Rota. Blind Separation of Independent Sources from Convolutive Mixtures. IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, Institute of Electronics, Information and Communication Engineers, 2003, E86-A (3), pp.542-549. ⟨hal-02100071⟩

Olivier Grellier, Pierre Comon, Bernard Mourrain, Philippe Trébuchet. Analytical Blind Channel Identification. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2002, 50 (9), pp.2196-2207. ⟨10.1109/TSP.2002.801887⟩. ⟨hal-01148748⟩

Pascal Chevalier, Pierre Comon. Séparation Aveugle de Sources. Les Techniques de l'Ingenieur, Editions T.I., 2002. ⟨hal-02471904⟩

Olivier Grellier, Pierre Comon. Blind Separation of Discrete Sources. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 1998, 5 (8), pp.212-214. ⟨10.1109/97.704975⟩. ⟨hal-02100062⟩

Bruno Emile, Pierre Comon, Joel Le Roux. Estimation of time delays with fewer sensors than sources. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 1998, 46 (7), pp.2012-2015. ⟨10.1109/78.700972⟩. ⟨hal-02100094⟩

Pierre Comon. Circularité et signaux aléatoires à temps discret. Traitement du Signal, Lavoisier, 1994, 11 (5), pp.417-420. ⟨hal-00979492⟩

Pierre Comon. Independent Component Analysis, a new concept?. Signal Processing, Elsevier, 1994, 36, pp.287-314. ⟨10.1016/0165-1684(94)90029-9⟩. ⟨hal-00417283⟩

Pierre Comon. MA Identification using Fourth Order Cumulants. Signal Processing, Elsevier, 1992, 26 (3), pp.381--388. ⟨10.1016/0165-1684(92)90122-D⟩. ⟨hal-00347140⟩

Pierre Comon, Yves Robert, Denis Trystram. Systolic implementation of adaptive solution to normal equations. Computer Vision Graphics and Image Processing, Elsevier, 1990, 52, pp.402-408. ⟨10.1016/0734-189X(90)90083-8⟩. ⟨hal-00857036⟩

Pierre Comon, G.H. Golub. Tracking a few extreme singular values and vectors in signal processing. Proceedings of the IEEE, Institute of Electrical and Electronics Engineers, 1990, 78 (8), pp.1327 - 1343. ⟨10.1109/5.58320⟩. ⟨hal-01741225⟩

Pierre Comon, Yves Robert. A systolic array for computing BA^-1. IEEE transactions on acoustics, speech, and signal processing, Institute of Electrical and Electronics Engineers (IEEE), 1987, 35 (6), pp.717-723. ⟨10.1109/TASSP.1987.1165208⟩. ⟨hal-00857109⟩

Pierre Comon, Yves Robert, Denis Trystram. Architecture systolique de systèmes adaptatifs. Traitement du Signal, Lavoisier, 1987, 4 (1), pp.73-85. ⟨hal-00857108⟩

Pierre Comon. Estimation multivariable complexe. Traitement du Signal, Lavoisier, 1986, 3 (2), pp.97-101. ⟨hal-00979476⟩

Sara Elbouch, Olivier Michel, Pierre Comon. A Normality Test for Multivariate Dependent Samples. 2022. ⟨hal-03344745v2⟩

Marouane Nazih, Khalid Minaoui, Elaheh Sobhani, Pierre Comon. Monotone and non-monotone accelerated proximal gradient for nonnegative canonical polyadic tensor decomposition. 2021. ⟨hal-03233458⟩

Marouane Nazih, Khalid Minaoui, Pierre Comon. Computation of the regularized canonical polyadic decomposition of tensors using the accelerated proximal gradient with momentum. 2021. ⟨hal-03152014⟩

Clémence Prévost, Konstantin Usevich, Eric Chaumette, David Brie, Pierre Comon. On the efficiency of blind and non-blind estimation for coupled LL1 tensor models using the randomly-constrained Cramér-Rao bound. 2021. ⟨hal-03504402⟩

Elaheh Sobhani, Pierre Comon, Christian Jutten, Massoud Babaie-Zadeh. FBS4: A Forward-Backward Splitting algorithm for constrained tensor decomposition. 2020. ⟨hal-02929348⟩

Clémence Prévost, Konstantin Usevich, Martin Haardt, Pierre Comon, David Brie. Constrained Cramér-Rao lower bounds for CP-based hyperspectral super-resolution. 2020. ⟨hal-03083709⟩

Jianze Li, Konstantin Usevich, Pierre Comon. Gradient based block coordinate descent algorithms for joint approximate diagonalization of matrices. 2020. ⟨hal-03408912⟩

José Henrique de Morais Goulart, Pierre Comon. Non-iterative low-multilinear-rank tensor approximation with application to decomposition in rank-(1,L,L) terms. 2017. ⟨hal-01516167⟩

Alex da Silva, Pierre Comon, André de Almeida. Combined Deflation and Alternating Projections for Column-Wise Orthogonal Canonical Polyadic Tensor Decomposition. 2016. ⟨hal-01567411⟩