PUBLICATIONS

Selected publications by topic

Listed in retrochronological order in each of the following category:



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    Conference papers published in Proceedings or Book form

  1. J-P. Royer, P. Comon, and N. Thirion-Moreau,
    ``Nonnegative 3-way tensor factorization via conjugate gradient with globally optimal stepsize,''
    In ICASSP'2011, pp. 4040--4043, Prague, May~22-27 2011.

  2. J-P. Royer, P. Comon, and N. Thirion-Moreau,
    ``Computing the nonnegative 3-way tensor factorization using Tikhonov regularization,''
    In ICASSP'2011, pp. 2732--2735, Prague, May~22-27 2011.

  3. A. Bernardi, J. Brachat, P. Comon, and B. Mourrain,
    ``Multihomogeneous Polynomial Decomposition using Moment Matrices,''
    In Proc. 36th international symposium on Symbolic and algebraic computation (ISSAC 11), San Jose, USA, 2011. ACM Press.

  4. A. L. F. de Almeida, P. Comon, and X. Luciani,
    ``Deterministic Blind Separation of Sources Having Different Symbol Rates Using Tensor-Based Parallel Deflation,''
    In 9th Int. Conf. Latent Variable Analysis, Saint Malo, September~27-30 2010. hal-00540504

  5. J. Coloigner, L. Albera, A. Karfoul, A. Kachenoura, and P. Comon,
    ``Nonnegative ICA with application to magnetic resonance spectroscopic imaging,''
    In 9th Int. Conf. Latent Variable Analysis, Saint Malo, September~27-30 2010.

  6. L. Galluccio, O. Michel, and P. Comon,
    ``Clustering on Manifolds with Dual-Rooted Minimal Spanning Trees,''
    In EUSIPCO'2010, Aalborg, DK, August~23-27 2010. hal-00492745

  7. H. Becker, P. Comon, L. Albera, M. Haardt, and I. Merlet,
    ``Multiway Analysis for Source Localization and Extraction,''
    In EUSIPCO'2010, Aalborg, DK, August~23-27 2010. hal-00501845

  8. J. P. Royer, Comon, N. Thirion, S. Mounier, R. Redon, H. Zhao, C. Potot, and G Feraud,
    ``Water Analysis with the Help of Tensor Canonical Decompositions,''
    In RUnsUd, pp. 407-410, Nice, March~23-25 2010.

  9. P. Comon, M. Sorensen, and E. Tsigaridas,
    ``Decomposing tensors with structured matrix factors reduces to rank-1 approximations,''
    In ICASSP'2010, Dallas, March~14-19 2010. hal-00490248

  10. A. L. F. De Almeida, X. Luciani, and P. Comon,
    ``Blind Identification of Underdetermined Mixtures Based on the Hexacovariance and Higher-Order Cyclostationarity,''
    In IEEE SSP'09, Cardiff, UK, Aug. 31 - Sep. 3 2009. hal-00435913

  11. V. Zarzoso and P. Comon,
    ``Automated Extraction of Atrial Fibrillation Activity from the Surface ECG Using Independent Component Analysis in the Frequency Domain,''
    In Medical Physics and Biomedical Engineering World congress, Munchen, September~7-12 2009. hal-00435947

  12. L. ALBERA, A. KACHENOURA, A. KARFOUL, P. COMON, and L. SENHADJI,
    ``One decade of biomedical problems using ICA: a full comparative study,''
    In Medical Physics and Biomedical Engineering World congress, Munchen, September~7-12 2009. hal-00435951

  13. C. E. R. FERNANDES, P. COMON, and G. FAVIER,
    ``Blind order detection and parameter estimation of MISO-FIR channels,''
    In 8th International Conference On Independent Component Analysis and Signal Separation (ICA'2009), Paraty, Bresil, March15-18 2009. hal-00417566. Full-length paper: hal-00420044

  14. A. STEGEMAN and P. COMON,
    ``Subtracting a best rank-1 approximation does not necessarily decrease tensor rank,''
    In EUSIPCO'09, Glasgow, Scotland, August~24-28 2009. hal-00435877

  15. A. KARFOUL, L. ALBERA, and P. COMON,
    ``Canonical decomposition of even order Hermitian positive semi-definite arrays,''
    In EUSIPCO'09, Glasgow, Scotland, August~24-28 2009. hal-00435886

  16. J. BRACHAT, P. COMON, B. MOURRAIN, and E. TSIGARIDAS,
    ``Symmetric tensor decomposition,''
    In EUSIPCO'09, Glasgow, Scotland, August~24-28 2009. hal-00435908

  17. M. SORENSEN, P. COMON, S. ICART, and L. DENEIRE,
    ``Approximate tensor diagonalization by invertible transforms,''
    In EUSIPCO'09, Glasgow, Scotland, August~24-28 2009. hal-00435893

  18. M. SORENSEN, P. COMON, S. ICART, and L. DENEIRE,
    ``PARAFAC2 Receivers for Orthogonal Space-Time Block Codes,''
    In IEEE Int. Conference on Communications (ICC'09), June~14-18, 2009. hal-00435902

  19. L. GALLUCCIO, O. MICHEL, and P. COMON,
    ``Arbres de recouvrement minimaux duaux et application a la segmentation non supervisee,''
    In GRETSI, Dijon, September~8-11 2009. hal-00435935

  20. A. GOSH, E. TSIGARIDAS, M. DESCOTEAUX, P. COMON, B. MOURRAIN, and R. DERICHE,
    ``A Polynomial Based Approach to Extract the Maxima of an Antipodally- Symmetric Spherical Function and its Application to Extract Fiber Directions from the Orientation Distribution Function,'' n 11th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), New York, September~6-10 2008. Computational Diffusion MRI Workshop. PDF hal-00340600

  21. L. GALLUCCIO, O. MICHEL, and P. COMON,
    ``Unsupervised Segmentation on Multi-Components Datasets: Applications on Images and Astrophysics Data,''
    In 16th European Signal Processing Conference (Eusipco'08), Lausanne, August~25-29 2008. hal-00339542

  22. M. SORENSEN, S. ICART, P. COMON, and L. DENEIRE,
    ``Gradient based Approximate Joint Diagonalization by Orthogonal Transforms,''
    In 16th European Signal Processing Conference (Eusipco'08), Lausanne, August~25-29 2008. hal-00339522

  23. R. PHLYPO, V. ZARZOSO, P. COMON, and I. LEMAHIEU,
    ``Cumulant Matching for Independent Source Extraction,''
    In 30th Int. IEEE Engineering in Medicine and Biology Conf. (EMBC'08), Vancouver, CA, August~20-24 2008.

  24. V. ZARZOSO and P. COMON,
    ``Robust Independent Component Analysis for Blind Source Separation and Extraction,''
    In 30th Int. IEEE Engineering in Medicine and Biology Conf. (EMBC'08), Vancouver, CA, August~20-24 2008. hal-00339616

  25. P. COMON and J. ten BERGE,
    ``Generic and Typical Ranks of Three-Way Arrays,''
    In Icassp'08, Las Vegas, March 30 - April 4 2008 arxiv hal-00327627

  26. M. CASTELLA and P. COMON,
    ``Blind Separation of Instantaneous Mixtures of Dependent Sources,''
    In Mike E. Davies, Christopher J. James, Samer A. Abdallah, and Mark D. Plumbley, editors, ICA'07, volume 4666 of Lecture notes in Computer Sciences, pp. 9--16, London, UK, September~9-12 2007. Springer. hal-00327652

  27. V. ZARZOSO and P. COMON,
    ``Comparative Speed Analysis of FastICA,''
    In ICA'07, London, UK, September~9-12 2007.

  28. R. PHLYPO, V. ZARZOSO, P. COMON, Y. D'ASSELER, and I. LEMAHIEU,
    ``Extraction of Atrial Activity from the ECG by Spectrally Constrained ICA Based on Kurtosis Sign,''
    In ICA'07, London, UK, September~9-12 2007.

  29. L. GALLUCCIO, O. MICHEL, and P. COMON,
    ``Segmentation non-supervisee de champs de donnees multi-composantes,''
    In GRETSI, Troyes, September 2007. PDF

  30. L. ALBERA, P. COMON, and H. XU,
    ``SAUD, un algorithme d'ICA par deflation semi-algebrique,''
    In GRETSI, Troyes, September 2007. PDF

  31. A. Kachenoura, L. Albera, L. Senhadji, and P. Comon,
    ``L'ACI: un outil pour les interfaces cerveau-Machine,''
    In GRETSI, Troyes, September 2007.

  32. M. CASTELLA and P. COMON,
    ``Separation aveugle de sources dependantes,''
    In GRETSI, Troyes, September 2007. PDF

  33. C. E. FERNANDES, P. COMON, and G. FAVIER,
    ``Order Detection and Blind Identification of 2x1 MISO Channels,''
    In Icassp'07, Honolulu, Hawai, April 15-20 2007.

  34. V. ZARZOSO and P. COMON,
    ``How fast is FastICA?,''
    In Eusipco'06, Florence, Italy, Sept. 4-8 2006.

  35. J. P. DELMAS, P. COMON, and Y. MEURISSE,
    ``Identifiability of BPSK, MSK, and QPSK FIR SISO Channels from Modified Second-Order Statistics,''
    In IEEE Spawc'06, Cannes, July 2-5 2006.

  36. M. RAJIH, P. COMON, and D. SLOCK,
    ``A deterministic Blind receiver for MIMO OFDM Systems,''
    In IEEE Spawc'06, Cannes, July 2-5 2006.

  37. N. PETROCHILOS and P. COMON,
    ``Link Between the Joint Diagonalisation of Symmetric Cubes and PARAFAC: An Application to Secondary Surveillance Radar,''
    In IEEE Workshop on Sensor Array and Multichannel Proc., Waltham, MA, USA, June 12-14 2006.

  38. P. COMON, B. MOURRAIN, L-H. LIM, and G. GOLUB,
    ``Genericity and Rank Deficiency of High Order Symmetric Tensors,''
    In ICASSP'06, Toulouse, May 14-19 2006.

  39. M. RAJIH and P. COMON,
    ``Alternating Least Squares Identification of Under-Determined Mixtures Based on the Characteristic Function,''
    In ICASSP'06, volume III, pp. 125--128, Toulouse, May 14-19 2006.

  40. M. RAJIH and P. COMON,
    ``Blind Identification of Under-Determined Mixtures based on the Characteristic Function: Influence of the Knowledge of Source PDF's,''
    In IEEE Int. Workshop on Comput. Adv. Multi-Sensor Adapt. Proc., Puerto Vallarta, Mexico, 13-15 Dec. 2005.

  41. L. ROTA, V. ZARZOSO, and P. COMON,
    ``Parallel deflation with Alphabet-Based Criteria for Blind Source Extraction,''
    In IEEE SSP'05, Bordeaux, France, July, 17-20 2005. PDF file

  42. M. RAJIH and P. COMON,
    ``Enhanced Line Search Applied to Blind Channel Identification: Identifiability Conditions,''
    In IEEE SSP'05, Bordeaux, France, July, 17-20 2005.

  43. V. ZARZOSO, L. ROTA, and P. COMON,
    ``Deflation parallele avec des Contrastes APF pour l'Extraction Aveugle de Sources,''
    In Gretsi'05, Louvain La Neuve, Belgique, 5-10 sept 2005.

  44. M. RAJIH and P. COMON,
    ``Recherche Lineaire Optimisee: une Methode pour Accelerer Parafac,''
    In Gretsi'05, Louvain La Neuve, Belgique, 5-10 sept 2005.

  45. V. ZARZOSO and P. COMON,
    ``Blind Channel Equalization with Algebraic Optimal Step Size,''
    In Eusipco'05, Antalya, Turkey, Sept. 4-8 2005.

  46. M. RAJIH and P. COMON,
    ``Enhanced Line Search: A Novel method to Accelerate Parafac,''
    In Eusipco'05, Antalya, Turkey, Sept. 4-8 2005.

  47. V. ZARZOSO and P. COMON,
    ``Semi-Blind Constant Modulus Equalization with Optimal Step Size,''
    In ICASSP'05, Philadelphia, March 18--23 2005.

  48. P. COMON and M. RAJIH,
    ``Blind Identification of Under-Determined Mixtures Based on the Characteristic Function,''
    In ICASSP'05, Philadelphia, March 18--23 2005, Volume 4, pp.1005 - 1008.

  49. P. CHEVALIER, L. ALBERA, P. COMON, and A. FERREOL,
    ``Comparative performance analysis of eight blind source separation methods on radiocommunications signals,''
    In IJCNN 04, Budapest, Hungary, July 25-29 2004.

  50. P. COMON and M. RAJIH,
    ``Blind Identification of Complex Under-Determined Mixtures,''
    In ICA Conference, pp. 105--112, Granada, Spain, Sept 22--24 2004.

  51. J. LEBRUN and P. COMON,
    ``A Linear Algebra Approach to Systems of Polynomial Equations with Application to Digital Communications,''
    In Eusipco'04, Wien, Austria, Sep 7--10 2004.

  52. P. COMON and M. RAJIH,
    ``Blind Identification of Under-determined Complex Mixtures of 2 independent Sources,''
    In 3rd IEEE SAM Workshop, Barcelona, Spain, July 18--21 2004.

  53. L. ALBERA, P. COMON, P. CHEVALIER, and A. FERREOL,
    ``Blind Identification of Underdetermined Mixtures based on the Hexacovariance,''
    In ICASSP'04, volume II, pp. 29--32, Montreal, May 17--21 2004.

  54. L. ROTA and P. COMON,
    ``Blind Equalizers based on Polynomial Criteria,''
    In ICASSP'04, volume IV, pp. 441--444, Montreal, May 17--21 2004.

  55. N. PETROCHILOS and P. COMON,
    ``Separation of ZCM Signals: Application is SSR Radar,''
    In GRETSI'03, Paris, 8--11 Sept. 2003.

  56. J. LEBRUN and P. COMON,
    ``Une Approche Algebrique de l'Identification Aveugle de Canaux de Communications,''
    In GRETSI'03, Paris, 8--11 Sept. 2003.

  57. P. COMON and J.LEBRUN,
    ``Criteres de Contraste Deterministes pour la Separation de Sources,''
    In GRETSI'03, Paris, 8--11 Sept. 2003.

  58. L. ROTA, P. COMON, and S. ICART,
    ``Egalisation aveugle de melanges convolutifs MIMO,''
    In GRETSI'03, Paris, 8--11 Sept. 2003.

  59. J. LEBRUN and P. COMON,
    ``An Algebraic Approach to Blind Identification of Communication Channels,''
    In IEEE ISSPA'03, Paris, 1-4 July 2003.

  60. J. VANDEWALLE, L. De LATHAUWER, and P. COMON,
    ``The Generalized Higher Order SVD and the Oriented Signal to Signal Ratios of Pairs of Signal Tensors,''
    In ECCTD'03, Krakow, Poland, 1-4 Sept. 2003.

  61. P. COMON and J. LEBRUN,
    ``Contrast Functions for Deterministic Blind Source Separation,''
    In SPAWC'03, Rome, Italy, 15-18 June 2003

  62. L. ROTA, P. COMON, and S. ICART,
    ``Blind Equalization of MIMO Channels,''
    In SPAWC'03, Rome, Italy, 15-18 June 2003.

  63. L. ROTA, P. COMON, and S. ICART,
    ``Blind MIMO Paraunitary Equalizer,''
    In ICASSP'03, Hong-Kong, April 2003. PDF file

  64. L. ALBERA, A. FERREOL, P. COMON, and P. CHEVALIER,
    ``Sixth Order Blind Identification of Under-determined Mixtures - BIRTH,''
    In ICA'03, Japan, April 1-4 2003.

  65. P. COMON and L. ROTA,
    ``Blind Source Separation: A Partial Joint Diagonalization (PAJOD) Approach,''
    In PSIP'03, Grenoble, France, 29-31 jan. 2003

  66. P. COMON,
    ``Blind Equalization with Discrete Inputs in the Presence of Carrier Residual,''
    In Second IEEE Int. Symp. Sig. Proc. Inf. Theory, Marrakech, Morocco, December 2002
    invited session.

  67. L. ALBERA and P. COMON,
    ``Asymptotic Performance of Contrast-Based Blind Source Separation Algorithms,''
    In Second IEEE Sensor Array and Multichannel Signal Processing Workshop, Rosslyn, VA, 4-6 August 2002. PDF preprint also available

  68. P. COMON, E. MOREAU, and L. ROTA,
    ``Blind Separation of Convolutive Mixtures: a Contrast-Based Joint Diagonalization Approach,''
    In 3rd Int. Conf. Independent Component Analysis (ICA'01), San Diego, Dec. 9-13 2001, pp.686-691.

  69. P. COMON, R. LIU, and D. SLOCK,
    ``Path-Wise Wide-Sense Polynomial Receiver for Downlink UMTS Communications,''
    In 39th Allerton Conf. Com. Contr. Comput., Allerton, Illinois, Usa, Oct 3-5 2001.

  70. P. COMON, E. MOREAU, and L. ROTA,
    ``Séparation de Mélanges convolutifs par Diagonalisation Conjointe,''
    In 18eme Colloque Gretsi, Toulouse, 10-13 Sept, 2001.

  71. P. COMON and E. MOREAU,
    ``Blind MIMO Equalization and Joint-Diagonalization Criteria,''
    In ICASSP'01, Salt Lake City, May 7-11, 2001.

  72. P. COMON and O. GRELLIER,
    ``Analytical blind identification of a SISO communication channel,''
    In IEEE Workshop on Statistical Signal and Array Processing, pp. 206--210, Pocono Manor, Pennsylvania, Usa, Aug. 14-16, 2000.

  73. N. PETROCHILOS and P. COMON,
    ``Blind identification of linear-quadratic channels,''
    In IEEE Workshop on Statistical Signal and Array Processing, pp. 181--185, Pocono Manor, Pennsylvania, Usa, Aug. 14-16, 2000.

  74. N. PETROCHILOS and P. COMON,
    ``ML Estimation of SSR signals, identifiability and Cramer-Rao bounds,''
    In Eusipco, Tampere, Finland, 5-8 sept. 2000.

  75. O. GRELLIER and P. COMON,
    ``Analytical Blind Discrete Source Separation,''
    In Eusipco, Tampere, Finland, 5-8 sept. 2000.

  76. O. GRELLIER and P. COMON,
    ``Egalisation aveugle en présence de sources discretes,''
    In Conférence Gretsi, Vannes, France, 13-17 sept. 1999, pp. 1093-1096.

  77. O. GRELLIER and P. COMON,
    ``Closed-Form Equalization,''
    In SPAWC, Annapolis, MD, May 9-12 1999, pp. 219-222. PDF preprint

  78. L. DeLATHAUWER, P. COMON, and B. DeMOOR,
    ``ICA algorithms for 3 sources and 2 sensors,''
    In Sixth Sig. Proc. Workshop on Higher Order Statistics, pp. 116--120, Caesarea, Israel, June 14--16 1999.

  79. P. CHEVALIER, V. CAPDEVIELLE, and P. COMON,
    ``Performance of HO Blind Source Separation Methods: Experimental Results on Ionospheric HF Links,''
    In ICA99, First Int. Conf. Workshop on Indep. Comp. Anal., Aussois, France, Jan 11--15 1999, pp.443-448.

  80. P. COMON and O. GRELLIER,
    ``Non Linear Inversion of Underdetermined Mixtures,''
    In ICA99, First Int. Conf. Workshop on Indep. Comp. Anal., Aussois, France, Jan 11--15 1999, pp.461-465. PDF preprint

  81. P. COMON, O. GRELLIER, and B. MOURRAIN,
    ``Blind Channel Identification with MSK inputs,''
    In Asilomar Conference, Pacific Grove, California, November 1-4 1998,
    pp.1569-1573, Invited session. file in PDF format

  82. O. GRELLIER and P. COMON,
    ``Self Calibration in presence of Discrete Sources,''
    In Eusipco, Rhodes, Greece, Sept 8--11 1998,
    pp.185-188.

  83. P. COMON and O. GRELLIER,
    ``Performance of Blind Discrete Source Separation,''
    In Eusipco, Rhodes, Greece, Sept 8--11 1998,
    pp.2061-2064, Invited session.

  84. O. GRELLIER and P. COMON,
    ``Blind separation and equalization of a channel with MSK inputs,''
    In SPIE Conference, San Diego, July 19-24 1998, pp.26-34,
    Invited session.

  85. O. GRELLIER and P. COMON,
    ``Autocalibration analytique d'antenne,''
    In XVIieme Colloque GRETSI, pp. 79--82, Grenoble, 15-19 Sept 1997.

  86. V. CAPDEVIELLE, P. CHEVALIER, P. CALVARY, and P. COMON,
    ``Comparaison des performances de plusieurs méthodes de séparation aveugle de sources aux ordres supérieurs,''
    In XVIieme Colloque GRETSI, pp. 115--118, Grenoble, 15-19 Sept 1997.

  87. L. HAYOUN, P. COMON, and F. NIVELLE,
    ``Segmentation non canonique pour la classification supervisée par arbres,''
    In XVIieme Colloque GRETSI, pp. 1265--1268, Grenoble, 15-19 Sept 1997.

  88. P. CHEVALIER, V. CAPDEVIELLE, and P. COMON,
    ``Behavior of Higher Order Blind Source Separation Methods in presence of Correlated Multipaths,''
    In IEEE SP Workshop on HOS, pp. 363--367, Banff, Canada, July 21-23 1997.

  89. P. COMON, P. CHEVALIER, and V. CAPDEVIELLE,
    ``Performance of contrast-based blind source separation,''
    In SPAWC - IEEE Sig. Proc. Advances in Wireless Com., pp. 345-348, Paris, April 16-18 1997.

  90. P. COMON and E. MOREAU,
    ``Improved contrast dedicated to blind separation in communications,''
    In ICASSP, pp. 3453--3456, Munich, April 20-24 1997.

  91. P. COMON and L. DERUAZ,
    ``Array self calibration: Identifiability issues,''
    In EUSIPCO 96, pp. 547--550, Trieste, Italy, September 10-13 1996.

  92. P. COMON, B. EMILE, and G. BIENVENU,
    ``Time Delay Estimation in a Multipath Context,''
    In EUSIPCO 96, pp. 1825--1828, Trieste, Italy, September 10-13 1996.

  93. J. F. CARDOSO and P. COMON,
    ``Independent Component Analysis, a Survey of Some Algebraic methods,''
    In Proc. ISCAS Conference, volume 2, pp. 93--96, Atlanta, May 1996.

  94. P. COMON, P. BLANC-BENON and G. BIENVENU,
    ``Sonar interception from a single beam or sensor,''
    In UDT 96 Conf., pp. 358--361, London, 2--4 July 1996.

  95. L. DeLATHAUWER, P. COMON, et al.,
    ``Higher-Order Power Method, Application in Independent Component Analysis,''
    In NOLTA Conference, volume 1, pp. 91--96, Las Vegas, 10--14 Dec 1995.

  96. B. EMILE and P. COMON,
    ``Estimation de temps de retard entre signaux colorés,''
    In XV\`eme Colloque Gretsi, Juan les Pins, 18--22 Sept 1995.

  97. P. COMON and Y. CHENEVAL,
    ``Supervised classification with variable kernel estimators,''
    In Mira Cabestany Prieto, editor, IWANN, pp. 1099--1106, Malaga, Spain, June 7-11 1995. Springer-Verlag, Lecture Notes in Computer Sciences.

  98. P. COMON and L. DERUAZ,
    ``Normality tests for coloured samples,''
    In IEEE-ATHOS Workshop on Higher-Order Statistics, pp. 217--221, Begur, Spain, 12--14 June 1995.

  99. P. COMON and B. EMILE,
    ``Estimation of Time Delays in the Blind Mixture Problem,''
    In EUSIPCO 94, pp. 482--485, Edinburgh, Scotland, September 13-16 1994.

  100. B. EMILE, P. COMON, and J. LEROUX,
    ``Estimation of time delays between wide-band sources,''
    In IEEE-ATHOS Workshop on Higher-Order Statistics, pp. 111--115, Begur, Spain, 12--14 June 1995.

  101. P. COMON, J. L. VOZ, and M. VERLEYSEN,
    ``Estimation of performance bounds in supervised classification,''
    In M. Verleysen, editor, ESANN-European Symposium on Artificial Neural Networks, pp. 37-42, 45 rue Masui, B-1210 Brussels, Belgium, April 20-22 1994. D~facto Publ.

  102. P. COMON and B. MOURRAIN,
    ``Decomposition of Quantics in Sums of Powers,''
    In SPIE conference on Advanced Signal Processing V, pp. 93--104, San Diego, July~24--29 1994
    invited session.

  103. P. COMON,
    ``Tensor Diagonalization, A useful Tool in Signal Processing,''
    In M. Blanke and T. Soderstrom, editors, IFAC-SYSID, 10th IFAC Symposium on System Identification, volume 1, pp. 77--82, Copenhagen, Denmark, July 4-6 1994. invited session. PDF file

  104. P. COMON,
    ``Remarques sur la diagonalisation tensorielle par la methode de Jacobi,''
    In XIV\`eme Colloque Gretsi, pp. 125--128, 13-16 Septembre 1993.

  105. P. COMON, G. BIENVENU, and T. LEFEBVRE,
    ``Supervised Design of Optimal Receivers,''
    In J. M. F. Moura and I. M. G. Lourtie, editors, Acoustic Signal Processing for Ocean Exploration Processing and Ocean Exploration, pp. 547-552. Kluwer Academic Publishers, 1993
    Proceedings of the NATO Advanced Study Institute on Acoustic Signal Processing and Ocean Exploration, July 26-Aug. 7, 1992, Madeira, Portugal.

  106. E. CHAUMETTE, P. COMON, and D. MULLER,
    ``Application of ICA to airport surveillance,''
    In IEEE Signal Processing Workshop on High-Order Statistics, pp. 210--214, South Lake Tahoe, California, June 7-9 1993.

  107. C. JUTTEN and P. COMON,
    ``Neural Bayesian classifier,''
    In A. Prito J. Mira, J. Cabestany, editor, New Trends in Neural Computation, pp. 119--124, Stiges, Spain, June~9--11 1993. Springer Verlag
    Proceedings of the IWANN93 Conference.

  108. P. COMON,
    ``Independent Component Analysis, and the Diagonalization of Symmetric Tensors,''
    In H. Dedieu, editor, European Conference on Circuit Theory and Design -- ECCTD, pp. 185-190, Davos, Aug 30-Sept 3 1993. Elsevier
    invited session.

  109. P. COMON,
    ``Displacement Rank of Pseudo-Inverses,''
    In IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP, volume V, pp. 49--52, San Francisco, March~23-26 1992.

  110. P. COMON,
    ``Blind Identification in Presence of Noise,''
    In Proc. European Signal Processing Conf. EUSIPCO, pp. 835--838, Brussels, Aug 24 - 27 1992.

  111. P. COMON and G. BIENVENU,
    ``Detection et Estimation supervisees,''
    In XVi\`eme Colloque Gretsi, pp. 277--280, Juan les Pins, 16--20 Sept 1991.

  112. J. F. CARDOSO and P. COMON,
    ``Tensor-Based Independent Component Analysis,''
    In Proc. European Signal Processing Conf. EUSIPCO, pp. 673--676, Barcelona, Spain, September 18-21 1990.

  113. P. COMON,
    ``High-Order Separation, Application to Detection and Localization,''
    In Proc. European Signal Processing Conf. EUSIPCO, pp. 277--280, Barcelona, Spain, September 18-21 1990.

  114. P. COMON and J. F. CARDOSO,
    ``Eigenvalue Decomposition of a Cumulant Tensor with Applications,''
    In SPIE Conference on Advanced Signal Processing Algorithms, pp. 361--372, San Diego, California, July 10-12 1990
    Architectures and Implementations, vol.1348.

  115. P. COMON,
    ``Separation of Stochastic Processes,''
    In Proc. Workshop on Higher-Order Spectral Analysis, pp. 174--179, Vail, Colorado, June 28-30 1989. IEEE-ONR-NSF.

  116. P. COMON,
    ``Separation of Sources using High-Order Cumulants,''
    In SPIE Conference on Advanced Algorithms and Architectures for Signal Processing, pp. 170--181, San Diego, California, August 8-10 1989
    vol. Real-time signal processing XII.

  117. P. COMON,
    ``Separation de melanges de signaux,''
    In XII\`eme Colloque Gretsi, pp. 137--140, Juan les Pins, 12 -16 juin 1989.

  118. P. COMON,
    ``Statistical Approach to the Jutten-Herault Algorithm,''
    In NATO Workshop on Neuro-Computing, Les Arcs, France, Feb.~27-March 3 1989. Republished in: Neurocomputing, Algorithms, Architectures and Applications, F.Fogelman and J. Herault editors, NATO ASI series, Springer Verlag, 1990, pp81--88.

  119. P. COMON,
    ``Fast Updating of a Low-rank Approximate to a Varying Hermitian Matrix,''
    In 22nd Asilomar Conference, pp. 358--362, Pacific Grove, November~2-4 1988.

  120. P. COMON,
    ``Fast Computation of a Restricted Subset of Eigenpairs of a Varying Hermitian Matrix,''
    In NATO ASI on Num. Linear Algebra, Digital Sig.Proc. and Parallel Algorithms, Leuven, Belgium, August 1988. Republished in: Numerical Linear Algebra, Digital Signal Processing and Parallel Algorithms, G.H. Golub and P. VanDooren editors, Springer Verlag, NATO ASI series vol. F70, 1991, pp457--466.

  121. P. COMON,
    ``Adaptive Computation of a few Extreme Eigenpairs of a Positive Definite Hermitian Matrix,''
    In European Signal Processing Conference EUSIPCO, pp. 647--650, Grenoble, France, September~5-8 1988.

  122. P. COMON and T. KAILATH,
    ``An Array Processing Technique using the First Principal Component,''
    In First International Workshop on SVD and Signal Processing, September 1987
    Extended version published in: SVD and Signal Processing, E.F. Deprettere editor, North Holland, 1988, 301--316.

  123. E. MOISAN and P. COMON,
    ``Ponderations variables pour les filtres en treillis adaptatifs,''
    In XIe Colloque GRETSI, pp. 309--312, Nice, 1-5 juin 1987.

  124. P. COMON and J. L. LACOUME,
    ``About Capon Estimator Optimality,''
    In Third Workshop on Spectrum Estimation and Modeling, Boston, November~17-18 1986.

  125. P. COMON and J. L. LACOUME,
    ``Signal Estimation using a Reception Model,''
    In International Symposium EUSIPCO, The Hague, Netherlands, September~2-5 1986.

  126. P. COMON and J. L. LACOUME,
    ``A Robust Adaptive Filter for Noise Reduction Problems,''
    In IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP, pp. 2599--2602, Tokyo, Japan, April~7-11 1986.

  127. P. COMON and G. LEJEUNE,
    ``Extrapolation de signaux lacunaires,''
    In IXeme Colloque Gretsi, pp. 199--203, Nice, 16-20 mai 1983.

    Back to top

    Invited conferences

    (conferences in invited sessions are not listed in this section but in the Conferences section if published, or in the Unpublished communications section otherwise)

  128. P. Comon,
    ``Tensors in Signal Processing,''
    European Signal Processing Conference, Aalborg, DK, August~23-27 2010. EUSIPCO'2010. Invited plenary.

  129. P. Comon,
    ``Tensor decompositions viewed from different fields,''
    Workshop on Tensor Decompositions and Applications (TDA 2010), Bari, Italy, September~13-17 2010. Opening plenary.

  130. P. Comon,
    ``When Tensor Decomposition meets Compressed Sensing,''
    9th Int. Conf. Latent Variable Analysis (LVA'2010), Saint Malo, France, September~27-30 2010.
    Invited keynote. slides and video

  131. P. Comon,
    ``Tensor decomposition can reduce to rank-one approximations,''
    26th GAMM on Tensor Approximations and High-Dimensional Problems, Max-Planck-Institute for Mathematics in the Sciences, February~22-24 2010. invited.

  132. P. COMON,
    ``Tensors, usefulness and unexpected properties,''
    In IEEE Workshop on Statistical Signal Processing (SSP'09), Cardiff, UK, Aug. 31 - Sep. 3 2009. Keynote address. PDF. hal-00417258

  133. P. COMON,
    ``Tensor decompositions in statistical signal processing,''
    European Workshop on Challenges in Modern Massive Data Sets (EMMDS'09), Technical University of Denmark, Copenhaguen, July~1-4 2009. invited.

  134. P. COMON, ``Tensor decompositions in Engineering,''
    American Institute of Mathematics (AIM) Workshop on Geometry and representation theory of tensors for computer science, statistics and other areas, AIM Research Conference Center (ARCC), Palo Alto, CA, July~21-25 2008. invited. hal-00339493

  135. P. COMON, ``Independent Component Analysis and Steganography,''
    Third Wavila Challenge, Watermarking Virtual Laboratory workshop, Saint Malo, June 14 2007. invited.

  136. P. COMON, ``Independent Component Analysis viewed as a Tensor Decomposition,''
    Workshop on Algorithms for Modern Massive Datasets (MMDS)), Stanford, June 24, 2006. invited.

  137. P. COMON, ``Generic properties of symmetric tensors,''
    TRICAP, Chania, Crete, Greece, June 4-9, 2006. invited.

  138. P. COMON, ``Algebraic Blind Techniques,''
    IEEE CAMSAP, Puerto Vallarta, Mexico, 13 Dec. 2005. invited plenary. Unpublished.

  139. P. COMON and B. MOURRAIN, ``Tensor Ranks, and some properties of Tensor Spaces,''
    IEE-SIAM Workshop on Tensor Decompositions and Applications (TDA), Luminy, France, Aug. 30 2005. Tutorial. Unpublished but slides available (link above).

  140. P. COMON, ``Independent Component Analysis and Multi-Way Factor Analysis,''
    In Tutorial given at ICASSP'05, invited, Philadelphia, March 19 2005. Unpublished but slides available (link above). hal-00263639

  141. P. COMON, ``Blind Matrix Identification by Statistical Matching,''
    In Int. Workshop on Matrices in Statistics and Optimization (MSO-PMAA'04), Luminy, 2004. Invited. Unpublished.

  142. P. COMON, ``Canonical Tensor Decompositions,''
    In ARCC Workshop on Tensor decompositions, American Institute of Mathematics (AIM), Palo Alto, California, USA, July 19-23, 2004. Impromptu lecture.

  143. P. COMON, ``Independent Component Analysis, Contrasts and Convolutive Mixtures,''
    In Second IMA Conference on Mathematics in Communications, Lancaster, UK, Dec. 16-18, 2002. invited.

  144. P. COMON, ``From Source Separation to Blind Equalization,''
    In Int. Conf. on Image and Signal Processing (ICISP), Agadir, Morocco, May 3-5, 2001, pp.20-32. invited plenary.

  145. P. COMON, ``Tensor Decompositions, State of the Art and Applications,''
    In IMA Conf. mathematics in Signal Processing, Warwick, UK, Dec. 18-20, 2000. keynote address.

  146. P. COMON, ``Block Methods for Channel Identification and Source Separation,''
    In IEEE Symposium on Adaptive Systems for Sig. Proc. Comm. Contr., pp. 87--92, Lake Louise, Alberta, Canada, Oct. 1-4 2000, invited plenary. Download the PS file or the PDF file

  147. P. COMON, ``Blind Channel Identification and Extraction of more sources than sensors,''
    In SPIE Conference, San Diego, July 19-24 1998, pp.2-13,
    Invited, Keynote address. PDF file. hal-00499421

  148. P. COMON, ``Cumulant tensors''
    IEEE SP Workshop on HOS, Banff, Canada, July 21-23, 1997
    Keynote address.

  149. P. COMON,
    ``Analyse en Composantes Independantes,''
    Invited conference, Institut Henri Poincaré, Paris, 16 November 1995.

  150. P. COMON, ``Supervised Classification, a Probabilistic Approach,''
    In Verleysen, editor, ESANN-European Symposium on Artificial Neural Networks, pp. 111--128, Brussels, Apr 19-21 1995. D facto Publ. Invited plenary. download PDF

  151. P. COMON, ``Independent component analysis,''
    In Proc. Int. Sig. Proc. Workshop on Higher-Order Statistics, pp. 111--120, Chamrousse, France, July 10-12 1991. Keynote address. Republished in Higher-Order Statistics, J.L.Lacoume ed., Elsevier, 1992, pp 29--38.


    152. Back to top

    Journal papers published in English

  152. L. Galluccio, O. Michel, P. Comon, and A. O. Hero,
    ``Graph Based K-Means Clustering,''
    Signal Processing, 2012
    published online on Jan. 20, 2012.

  153. P. Comon and G. Ottaviani,
    ``On the typical rank of real binary forms,''
    Linear and Multilinear Algebra, 2011
    arXiv:0909.4865. Published online on Nov. 25, 2011.

  154. M. Sorensen and P. Comon,
    ``Tensor Decompositions with Banded Matrix Factors,''
    Linear Algebra Appl.,
    special issue, published online on Jan. 5, 2012.

  155. H. Becker, P. Comon, L. Albera, M. Haardt, and I. Merlet,
    ``Multi-way Space-Time-WaveVector analysis for EEG source separation,''
    Signal Processing, 92(4):102--1031, April 2012
    published online on Oct. 28, 2011.

  156. J-P. Royer, N. Thirion-Moreau, and P. Comon,
    ``Computing the polyadic decomposition of nonnegative third order tensors,''
    Signal Processing, 91(9), September 2011. hal-00618729

  157. X. Luciani, A. L. F. de Almeida, and P. Comon,
    ``Blind Identification of Underdetermined Mixtures Based on the Characteristic Function: The Complex Case,''
    IEEE Trans. Signal Proc., 59(2):540--553, February 2011. hal-00537838

  158. L-H. Lim and P. Comon,
    ``Multiarray Signal Processing: Tensor decomposition meets compressed sensing,''
    Compte-Rendus de l'Academie des Sciences, section Mecanique, 338(6):311--320, June 2010
    hal-00512271.

  159. V. Zarzoso, P. Comon, and R. Phlypo,
    ``A Contrast Function for Independent Component Analysis without Permutation Ambiguity,''
    IEEE Trans. Neural Networks, 21(5):863--868, May 2010.

  160. A. Stegeman and P. Comon,
    ``Subtracting a best rank-1 approximation does not necessarily decrease tensor rank,''
    Linear Algebra Appl., 433(7):1276--1300, December 2010.
    hal-00512275

  161. V. Zarzoso and P. Comon,
    ``Robust Independent Component Analysis,''
    IEEE Trans. Neural Networks, 21(2):248--261, February 2010. hal-00457300

  162. J. Brachat, P. Comon, B. Mourrain, and E. Tsigaridas,
    ``Symmetric Tensor Decomposition,''
    Linear Algebra Appl., 433(11/12):1851--1872, December 2010. hal:inria-00355713, arXiv:0901.3706.

  163. C. E. R. Fernandes, P. Comon, and G. Favier,
    ``Blind Identification of MISO-FIR Channels,''
    Signal Proc., 90:490--503, 2010. hal-00420044. DOI: 10.1016/j.sigpro.2009.07.023

  164. L-H. Lim and P. Comon,
    ``Nonnegative approximations of nonnegative tensors,''
    Jour. Chemometrics, 23:432--441, August 2009. PDF preprint. hal-00410056. DOI: 10.1002/cem.1244

  165. P. Comon, J. M. F. ten Berge, L. De Lathauwer, and J. Castaing,
    ``Generic and Typical Ranks of Multi-Way Arrays,''
    Linear Algebra Appl., 430(11--12):2997--3007, June 2009. PDF preprint. hal-00410058. DOI: 10.1016/j.laa.2009.01.014

  166. P. Comon, X. Luciani, and A. L. F. de Almeida,
    ``Tensor Decompositions, Alternating Least Squares and other Tales,''
    Jour. Chemometrics, 23:393--405, August 2009. PDF preprint. hal-00410057. DOI: 10.1002/cem.1236

  167. S. Icart, P. Comon, and L. Rota,
    ``Blind Para-unitary Equalization,''
    Signal Processing, 89(3):283--290, March 2009. PDF preprint. hal-00354719. DOI: 10.1016/j.sigpro.2008.08.014

  168. J. P. DELMAS, Y. MEURISSE, and P. COMON,
    ``Performance limits of alphabet diversities for FIR SISO channel identification,''
    IEEE Trans. Sig. Proc., 57(1):73--82, January 2008. PDF preprint. hal-00354686. DOI: 10.1109/TSP.2008.2007926

  169. P. COMON, G. GOLUB, L-H. LIM, and B. MOURRAIN,
    ``Symmetric Tensors and Symmetric Tensor Rank,''
    SIAM Journal on Matrix Analysis Appl., 30(3):1254--1279, 2008. PDF preprint. hal-00327599. DOI: 10.1137/060661569

  170. V. ZARZOSO, R. PHLYPO, and P. COMON,
    ``A Contrast for Independent Component Analysis with Priors on Source Kurtosis Signs,''
    Signal Processing Letters, 15:501--504, 2008. PDF preprint hal-00342353

  171. A. KACHENOURA, L. ALBERA, L. SENHADJI, and P. COMON,
    ``ICA: a potential tool for BCI systems,''
    Signal Processing Magazine, pp. 57--68, January 2008
    Special Issue on Brain-Computer Interfaces. PDF preprint. hal inserm-00202706. DOI: 10.1109/MSP.2008.4408442

  172. V. ZARZOSO and P. COMON,
    ``Optimal Step-Size Constant Modulus Algorithm,''
    IEEE Trans. Com., 56(1):10--13, January 2008. PDF preprint. hal-00327594

  173. M. RAJIH, P. COMON, and R. HARSHMAN,
    ``Enhanced Line Search : A Novel Method to Accelerate PARAFAC,''
    SIAM Journal on Matrix Analysis Appl., 30(3):1148--1171, September 2008. PDF preprint. hal-00327595 DOI: 10.1137/06065577

  174. N. PETROCHILOS and P. COMON,
    ``A Zero-Cumulant Random Variable and its Applications,''
    Signal Processing, Elsevier, 86(11), 2006, pp.3334-3338. PDF preprint

  175. P. COMON and M. RAJIH,
    ``Blind Identification of Under-Determined Mixtures based on the Characteristic Function,''
    Signal Processing, Elsevier, 86(9), 2006, pp.2271-2281. PDF preprint. hal-00263668

  176. J. LEBRUN and P. COMON,
    ``Blind Identification of Communication Channels - Symbolic Solution Algorithms,''
    Applicable Algebra in Eng. Com. Comput., 17(6):471--485, Springer, Dec. 2006.

  177. V. ZARZOSO, P. COMON,
    ``Blind and Semi-Blind Equalization based on the Constant Power Criterion,''
    IEEE Trans. Sig. Proc., 53(11), November, 2005, pp.4363 - 4375
    accepted in January, 2005. PDF preprint.

  178. L. ALBERA, A. FERREOL, P. CHEVALIER, and P. COMON,
    ``ICAR, a Tool for Blind Source Separation using Fourth Order Statistics only,''
    IEEE Trans. Sig. Proc., 53(10), October 2005, pp.3633 - 3643,
    accepted in November, 2004. PDF preprint.

  179. P. CHEVALIER, L. ALBERA, A. FERREOL, and P. COMON,
    ``On the Virtual Array Concept for Higher Order Array Processing,''
    IEEE Trans. Sig. Proc., 53(4), April 2005, pp.1254 - 1271. PDF preprint.

  180. L. ALBERA, A. FERREOL, P. COMON, and P. CHEVALIER,
    ``Blind Identification of Overcomplete Mixtures of Sources (BIOME),''
    Lin. Algebra Appl., vol. 391, Nov. 2004, pp. 1--30. PDF preprint.

  181. P. COMON,
    ``Blind Identification and Source Separation in 2x3 Under-Determined Mixtures,''
    IEEE Trans. Signal Processing, 52(1), January 2004, pp.11-22.

  182. P. COMON,
    ``Contrasts, Independent Component Analysis, and Blind Deconvolution,''
    Int. Journal Adapt. Control Sig. Proc., Wiley, 18(3):225--243, April 2004
    special issue on Signal Separation. PDF preprint: I3S Research Report RR-2003-06. Wiley Interscience site

  183. P. COMON and L. ROTA,
    ``Blind Separation of Independent Sources from Convolutive Mixtures,'' (PAJOD)
    IEICE Trans. on Fundamentals of Elec. Com. Comput. Sciences, E86-A(3), March 2003
    invited paper. Direct download from IEICE site

  184. O. GRELLIER, P. COMON, B. MOURRAIN, and P. TREBUCHET,
    ``Analytical Blind Channel Identification,''
    IEEE Trans. Signal Processing, 50(9):2196--2207, September 2002. PDF preprint

  185. P. COMON,
    ``From Source Separation to Blind Equalization; Contrast-based Approaches,''
    Journal Marocain d'Automatique d'Informatique et de Traitement du Signal, III(1), 2001
    ISSN 0851-6928.

  186. E.MOREAU and P. COMON,
    ``Comments on Blind Beamforming for Multiple Non-Gaussian Signals and the Constant Modulus Algorithm,''
    IEEE Trans. Signal Processing, 48(11):3248--3250, November 2000. (Submitted Feb. 1999, accepted Oct. 1999).

  187. O. GRELLIER and P. COMON,
    ``Blind Separation of Discrete Sources,''
    IEEE Signal Processing Letters, 5(8):212--214, August 1998. PDF preprint

  188. B. EMILE and P. COMON,
    ``Estimation of time delays between unknown colored signals,''
    Signal Processing, Elsevier, 68(1):93--100, August 1998. PDF reprint

  189. B. EMILE, P. COMON, and J. LEROUX,
    ``Estimation of Time Delays with fewer Sensors than Sources,''
    IEEE Trans. Signal Processing, 46(7):2012--2015, July 1998. PDF reprint

  190. P. COMON and G. BIENVENU,
    ``Ultimate performance of QEM classifiers,''
    IEEE Trans. Neural Networks, 7(6):1535--1537, November 1996. PDF file

  191. P. COMON,
    ``Contrasts for Multichannel Blind Deconvolution,''
    Signal Processing Letters, 3(7):209--211, July 1996.

  192. P. COMON and B. MOURRAIN,
    ``Decomposition of quantics in sums of powers of linear forms,''
    Signal Processing, Elsevier, 53(2):93--107, September 1996
    special issue on High-Order Statistics. PDF preprint

  193. P. COMON,
    ``Independent Component Analysis, a new concept ?,''
    Signal Processing, Elsevier, 36(3):287--314, April 1994
    Special issue on Higher-Order Statistics.

  194. E. CHAUMETTE, P. COMON, and D. MULLER,
    ``An ICA-Based Technique for Radiating Sources Estimation; Application to Airport Surveillance,''
    IEE Proceedings - Part F, 140(6):395--401, December 1993
    Special issue on Applications of High-Order Statistics.

  195. P. COMON and P. LAURENT,
    ``Displacement Rank of Generalized Inverses of Persymmetric Matrices,''
    SIAM Journal on Matrix Analysis, 14(3):646--654, July 1993.

  196. P. COMON,
    ``MA Identification using Fourth Order Cumulants,''
    Signal Processing, Elsevier, 26(3):381--388, 1992. hal-00347140

  197. P. COMON, C. JUTTEN, and J. HERAULT,
    ``Separation of Sources, Part II: Problems Statement,''
    Signal Processing, Elsevier, 24(1):11--20, July 1991.

  198. P. COMON and G. H. GOLUB,
    ``Tracking of a few extreme singular values and vectors in signal processing,''
    Proceedings of the IEEE, 78(8):1327-1343, August 1990
    (published from Stanford report 78NA-89-01, feb 1989).

  199. P. COMON, Y. ROBERT, and D. TRYSTRAM,
    ``Systolic Implementation of the Adaptive Solution to Normal Equations,''
    Computer Vision, Graphics and Image Processing, 52:402-408, 1990.

  200. J. Y. BLANC, P. COMON, and D. TRYSTRAM,
    ``Using Preconditioned Conjugate Gradient for Solving Consecutive Linear Systems,''
    Communications in Applied Numerical Methods, 6(3):231-240, 1990.

  201. P. COMON and D. T. PHAM,
    ``Estimation of the Order of a FIR Filter for Noise Cancellation,''
    IEEE Trans. on Inf. Theory, 36(2):429-434, March 1990.

  202. P. COMON and D. T. PHAM,
    ``An Error Bound for a Noise Canceller,''
    IEEE Trans. on ASSP, 37(10):1513--1517, October 1989.

  203. P. COMON and L. KOPP,
    ``Comments on a Real-Time High Resolution Technique for Angle of Arrival Estimation,''
    Proceedings of the IEEE, 77(3):492-494, March 1989.

  204. P. COMON and D. TRYSTRAM,
    ``An Incomplete Factorization Algorithm for Adaptive Filtering,''
    Signal Processing, Elsevier, 13:353--360, December 1987.

  205. P. COMON and Y. ROBERT,
    ``A Systolic Array for computing B A-1,''
    IEEE Trans. on ASSP, 35(6):717--723, June 1987.

  206. P. COMON and J. L. LACOUME,
    ``Noise Reduction for an Estimated Wiener Filter using Noise References,''
    IEEE Trans. on Information Theory, 32(2):310--313, March 1986.

    Back to top

    Journal papers published in French

  207. L. Senhadji, A. Kachenoura, L. Albera, and P. Comon,
    ``Sur l'exploitation des approches d'analyse en composantes independantes dans les interfaces cerveau machine,'' Ingenierie et Recherche BioMedicale, 30:211--217, 2009. PDF

  208. E. Kazamarande and P. Comon,
    ``Performances Numeriques de l'Algorithme de Levinson,''
    RAIRO Mathematical Modeling and Numerical Analysis, 29(2):123--170, June 1995.

  209. P. Comon,
    ``Circularite et signaux aleatoires a temps discret,''
    Traitement du Signal, 11(5):417--420, Dec 1994. PDF

  210. P. Comon,
    ``Classification Supervisee par Reseaux Multicouches,''
    Traitement du Signal, 8(6):387--407, dec 1991.

  211. P. Comon,
    ``Performances de la regression lineaire dans le cas gaussien,''
    Traitement du Signal, 8(4):281-282, 1991. PDF

  212. P. Comon,
    ``Classification Bayesienne Distribuee,''
    Revue Technique Thomson CSF, 22(4):543--561, 1990.

  213. P. Comon,
    ``Analyse en Composantes Independantes et identification aveugle,''
    Traitement du Signal, 7(3):435-450, December 1990
    Numero special non lineaire et non gaussien.

  214. P. Comon, D. Trystram, and Y. Robert,
    ``Implementation Systolique de Systemes Adaptatifs,''
    Traitement du Signal, 4(4):73--85, 1987.

  215. P. Comon,
    ``Estimation multivariable complexe,''
    Traitement du Signal, 3(2):97--101, 1986.


    216. Back to top

    Book Chapters

    (Conference papers appeared in proceedings of book form may be found in the Conferences section)

  216. V. Zarzoso, O. Meste, P. Comon, D. G. Latcu, and N. Saoudi,
    ``Noninvasive Cardiac Signal Analysis Using Data Decomposition Techniques,''
    In F. Cazals and P. Kornprobst, editors, Modeling in Computational Biology and Biomedicine - Current Trends, chapter 3. Springer, 2012.

  217. P. Comon and L. Delathauwer,
    ``Algebraic identification of under-determined mixtures,''
    In P. Comon & C.Jutten, editor, Handbook of Blind Source Separation, chapter 9, pp. 325--365. Academic Press, London, UK, 2010.

  218. E. Moreau and P. Comon,
    ``Contrasts,''
    In P. Comon & C.Jutten, editor, Handbook of Blind Source Separation, chapter 3, pp. 65--105. Academic Press, London, UK, 2010.

  219. C. Jutten and P. Comon,
    ``Introduction to BSS,''
    In P. Comon & C.Jutten, editor, Handbook of Blind Source Separation, chapter 1, pp. 1--22. Academic Press, London, UK, 2010.

  220. V. Zarzoso, P. Comon, and D. Slock,
    ``Semi-Blind Methods for Communications,''
    In P. Comon & C.Jutten, editor, Handbook of Blind Source Separation, chapter 15, pp. 593--638. Academic Press, London, UK, 2010.

  221. L. Albera, P. Comon, L. C. Parra, A. Karfoul, A. Kachenoura, and L. Senhadji,
    ``ICA and biomedical Applications,''
    In P. Comon & C.Jutten, editor, Handbook of Blind Source Separation, chapter 18, pp. 737--777. Academic Press, London, UK, 2010.

  222. V. ZARZOSO, R. PHLYPO, O. MESTE, and P. COMON,
    ``Signal Extraction in Multisensor Biomedical Recordings,''
    In P. Verdonck, editor, Advances in Biomedical Engineering, pp. 95-143. Elsevier BV, Oxford, UK, 2009. hal-00357253

  223. V. ZARZOSO and P. COMON, ``Methodes semi-aveugles,'' In C. Jutten and P. Comon, editors, Separation de sources 2: au dela de l'aveugle et applications, chapter 8, pp. 303--353. Hermes, Paris, 2007.

  224. E. MOREAU and P. COMON, ``Contrastes,'' In P. Comon and C. Jutten, editors, Separation de sources 1: Concepts de base et Analyse en Composantes Independantes, chapter 3, pp. 73--113. Hermes, Paris, 2007.

  225. P. COMON,
    ``Tensor Decompositions, State of the Art and Applications'',
    In J. G. McWhirter and I. K. Proudler, editors, Mathematics in Signal Processing V, pp. 1--24. Clarendon Press, Oxford, UK, 2002. PDF preprint. hal-00347139

  226. P. CHEVALIER and P. COMON,
    ``Separation aveugle de sources,''
    In Traite des Telecommunications, pp. 1--22. Techniques de l'Ingenieur, Paris, 2002
    TE~5~250.

  227. P. COMON and P. CHEVALIER,
    ``Source Separation: Models, Concepts, Algorithms and Performance,''
    In S. Haykin, editor, Unsupervised Adaptive Filtering, vol. I, Blind Source Separation, Series on Adaptive and Learning Systems for Communications, Signal Processing and Control, pp.191--236. Wiley, 2000. hal-00169604

  228. P. COMON,
    ``Structured Matrices and Inverses,''
    In A. Bojanczyk and G. Cybenko, editors, Linear Algebra for Signal Processing, volume 69 of IMA Volumes in Mathematics and its Applications, pp. 1--16. Springer Verlag, 1995. hal-00169588

  229. P. COMON,
    ``Independent Component Analysis,''
    In J-L. Lacoume, editor, Higher Order Statistics, pp. 29--38. Elsevier, Amsterdam, London, 1992. hal-00346684


    230. Back to top

    Books

    Masson-icon
    		 HermesTome1-icon
    		 HermesTome2-icon
    		 hadbook-icon
    		 ComNum-icon

  230. P. COMON.
    Communications numeriques, cours et exercices a l'usage de l'eleve ingenieur.
    Harmattan, July, 2010. ISBN 978-2-296-12827-9. 115 pages. hal-00519603

  231. P. COMON, C. JUTTEN, eds.
    Handbook of Blind Source Separation, Independent Component Analysis and Applications
    Academic Press, 2010. ISBN: 978-0-12-374726-6. hal-00460653 - Table of contents (pdf) - Publisher's URL

  232. P. COMON, C. JUTTEN, eds.
    Separation de Sources, tome 1: Concepts de base et Analyse en Composantes Independantes
    Hermes, serie IC2, fevrier 2007. ISBN 978-2-7462-1517-7 Sommaire et bon de commande. hal-00179073

  233. C. JUTTEN, P. COMON, eds.
    Separation de Sources, tome 2: Au dela de l'aveugle, et applications
    Hermes, serie IC2, fevrier 2007. ISBN 978-2-7462-1518-4 Sommaire et bon de commande. hal-00179079

  234. J. L. LACOUME, P. O. AMBLARD, and P. COMON,
    Statistiques d'ordre superieur pour le traitement du signal,
    Collection Sciences de l'Ingenieur. Masson, 1997. ISBN: 2-225-83118-1. hal-00169460 Stopped by Dunod in 2003. Since 2004, freely downloadable here.


    235. Back to top

    Papers submitted

  235. A. Karfoul, J. Coloigner, L. Albera, and P. Comon,
    ``Decomposition of semi-nonnegative semi-symmetric tensors,''
    Linear Algebra Appl., 2010
    special issue.

  236. L. Galluccio, O. Michel, P. Comon, M. Kliger, and A. Hero,
    ``Consensus Spectral clustering by dual rooted trees,''
    Pattern Recognition, 2010
    submitted.

  237. L. Galluccio, O. Michel, P. Comon, and A. Hero,
    ``Graph Based k-Means Clustering,''
    Signal Processing, 2010
    submitted.

  238. M. Sorensen, L. De Lathauwer, and P. Comon,
    ``Tensor Decompositions with Banded Matrix Factors: further results,'', 2011
    being submitted.

  239. A. Bernardi, J. Brachat, P. Comon, and B. Mourrain,
    ``General Tensor Decomposition, Moment Matrices and Applications,'', 2011
    being submitted.

  240. P. Chevalier, L. Albera, and P. Comon,
    ``Comparative performance Analysis of Eight Blind Source Separation methods on radio Communications Signals,''
    S, 2009
    being submitted.


    241. Back to top

    Patents

  241. L. ALBERA, A. FERREOL, P. COMON, and P. CHEVALIER,
    ``Procede d'identification et de separation autodidacte de melanges de sources aux ordres superieurs,'', April 1st, 2003
    patent registered for Thales Communications, FR 03.04041.

  242. P. COMON,
    ``Method and device for blind equalization of a communication channel,'', May 1998
    Patent no~9806709, registered for Eurecom.

  243. P. COMON,
    ``Method and Device for the estimation of a signal propagating through a multipath channel,'', June 1996
    Patent registrated for Thomson-CSF, no~9607858.

  244. P. COMON,
    ``Procédé et Dispositif d'Estimation Aveugle de Retards Différentiels,'', 1993
    Patent registrated for Thomson-Sintra, no~9410325.

  245. P. COMON,
    ``Method and Device for Real-time Signals Separation,'', 1989.
    Patent registrated for Thomson-CSF, January 1990, no~9000436. International extension confirmed on March, 1992.


    246. Back to top

    Unpublished Communications (non exhaustive)

  246. P. Comon,
    ``Low-rank Tensor approximations,''
    Trilateral Workshop on Separation of variables and Applications (SVA), La Colle sur Loup, France, Sept. 8-10, 2010.

  247. P. Comon,
    ``Computing structured tensor decompositions in polynomial time,''
    16th Conference of the International Linear Algebra Society (ILAS), Pisa, Italy. June 21-25, 2010. invited session

  248. P. Comon,
    ``Polyadic tensor decomposition with structured factors,''
    Dipartimento di Matematica, Universita di Firenze, Italy. Jun 21, 2010. invited seminar

  249. L.-H. Lim and P. Comon,
    ``Multilinear algebra in machine learning and signal processing'',
    Minisymposium ``Numerical multilinear algebra: a new beginning'', in 6th International Congress on Industrial and Applied Mathematics (ICIAM). July 17, 2007. Zurich.

  250. P. COMON,
    ``Canonical Tensor Decompositions,''
    ARCC Workshop on Tensor Decompositions, Palo Alto, CA, July 18--24 2004. Invited.
    see: I3S report, June 2004.

  251. P. COMON,
    ``Blind Identification of Linear Mixtures based on Characteristic Functions,''
    International Workshop on Matrices and Statistics, Bedwelo, Poland, Aug. 18--21 2004.

  252. P. COMON and B. EMILE,
    ``Estimation de temps de retard \`a l'aide de cumulants,''
    In Journee signal de Cergy, pp. 18--20, ENSEA, Cergy, 2 fev 1995.

  253. C. JUTTEN et al.,
    ``Enhanced learning for evolutive neural architectures,''
    Louvain la Neuve, April 1995.

  254. P. COMON,
    ``Diagonalisation of symmetric tensors,''
    Invited conference, EPFL, Lausanne, 4 November 1994.

  255. P. COMON,
    ``Wavefields separation: Neural networks versus batch methods,''
    In EAPG Workshop on Multichannel Filtering of Seismic Data, Paris, June 1992
    invited talk. Proceedings of abstracts only.

  256. P. COMON,
    ``Structured matrices and their inverses,''
    In IMA Workshop on Linear Algebra for Signal Processing, Minneapolis, April~6-10 1992
    invited talk. Full version published in 1995 by Springer.

  257. P. COMON,
    ``Distributed Detection and Estimation,''
    In ESPRIT BRA Workshop on Neural Networks and Artificial Vision, Chamrousse, France, January~29-30 1991
    Proceedings of extended abstracts.

    Back to top

    Reports (non exhaustive)

  258. P. COMON, X. LUCIANI, and A. L. F. DE ALMEIDA,
    ``Identification aveugle de melanges sous-determines,''
    Report ISRN I3S/RR-2008-09-FR, I3S, Sophia-Antipolis, France, May 15 2008.

  259. P. COMON, B. MOURRAIN, and E. TSIGARIDAS,
    ``Symmetric Tensor Decomposition,''
    Research Report ISRN I3S/RR-2008-12-FR, I3S, Sophia-Antipolis, France, July 15 2008.

  260. P. COMON and M. SORENSEN,
    ``Tensor Diagonalization by Orthogonal Transforms,''
    Research Report ISRN I3S/RR-2007-06-FR, I3S, Sophia-Antipolis, France, February 24 2007.

  261. P. COMON and J. ten BERGE,
    ``Generic and Typical Ranks of Three-Way Arrays,''
    Research Report ISRN I3S/RR-2006-29-FR, I3S, Sophia-Antipolis, France, September 4 2006.

  262. P. COMON,
    ``Canonical Tensor Decompositions,'' I3S Report RR-2004-17, June 17, 2004.

  263. P. COMON, "Blind Separation of Convolutive Mixtures, A Partial Joint Diagonalization Approach",
    Research report I3S/RR-2002-04-FR, Projet ASTRE - Mars 2002.

  264. P. COMON,
    ``Contrasts for Multichannel Blind Deconvolution,''
    Research report no 95-44, I3S-CNRS, 8 september 1995.


    265. Back to top

    Courses, Courses Notes (non exhaustive)

  265. P. COMON,
    ``Tensor Problems in Engineering,''
    Mathematical Sciences Research Institute (MSRI), Univ. Berkeley, CA, July~16-18 2008
    invited courses.

  266. P. COMON,
    ``Blind techniques,''
    CAPES-COFECUB, Univ. Campinas and Univ. Fortaleza, Brasil, February~19-28 2008
    invited courses.

  267. P. COMON, Communications numeriques, notes de cours, 1999-2004.
    This work is licensed under a Creative Commons License. Revised version being republished as a booklet: see the Books section.

  268. P. COMON and C. JUTTEN,
    ``Neural classifiers, Courses notes,''
    Neuro-Nimes, October 1993.

  269. P. COMON and J. L. LACOUME,
    ``Statistiques d'Ordres Supeieurs pour le Traitement du Signal,''
    Ecole Predoctorale de Physique, Les Houches, 30 aout - 10 septembre 1993
    P. Flandrin et J. L. Lacoume ed.

  270. P. COMON and L. KOPP,
    ``Traitement du signal Sonar, Notes de cours,''
    ESSI, 1989-1994.


    271. Back to top

    Other

  271. P. COMON,
    ``Quelques Developpements Recents en Traitement du Signal,''
    Habilitation a Diriger les Recherches, Universite de Nice, UFR Sciences, 18 sept 1995. tel-00473197

  272. P. COMON,
    ``ATHOS, qu'est-ce que cela evoque pour vous ?,''
    Traitement du Signal, 10(1), 1993
    Editorial. PDF


    273. Back to top