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Pierre Comon

Active 1986–2023

229
Papers
18,659
Citations
48
h-index
117
i10-index

Citations

Citations per year for Pierre Comon1963: 1 citations1970: 1 citations1984: 1 citations1986: 1 citations1987: 1 citations1989: 7 citations1990: 6 citations1991: 6 citations1992: 17 citations1993: 18 citations1994: 52 citations1995: 66 citations1996: 82 citations1997: 121 citations1998: 146 citations1999: 169 citations2000: 184 citations2001: 197 citations2002: 276 citations2003: 253 citations2004: 343 citations2005: 324 citations2006: 394 citations2007: 346 citations2008: 359 citations2009: 355 citations2010: 333 citations2011: 400 citations2012: 407 citations2013: 375 citations2014: 490 citations2015: 535 citations2016: 505 citations2017: 521 citations2018: 522 citations2019: 576 citations2020: 582 citations2021: 506 citations2022: 555 citations2023: 426 citations2024: 373 citations2025: 279 citations2026: 89 citations2027: 2 citations1964–1969: no citations, so these years are not shown1971–1983: no citations, so these years are not shown1985: no citations, so this year is not shown1988: no citations, so this year is not shown

Citation sources

Countries

World map of the countries and regions citing this authorUnited States: 1,922 citing papers, 17.2% of this breakdownChina: 1,815 citing papers, 16.2% of this breakdownFrance: 1,327 citing papers, 11.9% of this breakdownJapan: 603 citing papers, 5.4% of this breakdownUnited Kingdom: 531 citing papers, 4.7% of this breakdownGermany: 513 citing papers, 4.6% of this breakdownSpain: 330 citing papers, 2.9% of this breakdownItaly: 276 citing papers, 2.5% of this breakdownCanada: 269 citing papers, 2.4% of this breakdownBelgium: 252 citing papers, 2.3% of this breakdownFinland: 240 citing papers, 2.1% of this breakdownIndia: 223 citing papers, 2% of this breakdown
0%17.2%Other 25.8%

Institutions

Fields

  • Computer Science60.4%
  • Engineering12.7%
  • Mathematics11.9%
  • Neuroscience7%
  • Medicine1.8%
  • Biochemistry, Genetics and Molecular Biology1.7%
  • Other4.5%

Topics

  • Blind Source Separation Techniques18.1%
  • Speech and Audio Processing6.4%
  • Spectroscopy and Chemometric Analyses6%
  • Tensor decomposition and applications4.7%
  • Neural Networks and Applications4.7%
  • Advanced Adaptive Filtering Techniques3.7%
  • Other56.4%

Coauthors

All papers

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  1. Independent component analysis, A new concept?

    Authors: Pierre Comon - Signal Processing, Signal Process. 1994 cited by 8,228

  2. Nonlocal Coupled Tensor CP Decomposition for Hyperspectral and Multispectral Image Fusion

    Authors: Yang Xu, Zebin Wu, Jocelyn Chanussot, Pierre Comon, Zhihui Wei - IEEE Transactions on Geoscience and Remote Sensing, IEEE Trans. Geosci. Remote. Sens. 2019 cited by 184

  3. Tensor decompositions, alternating least squares and other tales

    Authors: Pierre Comon, Xavier Luciani, André L. F. de Almeida - Journal of Chemometrics 2009 cited by 453

  4. Handbook of blind source separation independent component analysis and applications

    Authors: Pierre Comon, Christian Jutten - 2010 cited by 1,510

  5. Symmetric Tensors and Symmetric Tensor Rank

    Authors: Pierre Comon, Gene H. Golub, Lek-Heng Lim, Bernard Mourrain - SIAM Journal on Matrix Analysis and Applications, SIAM J. Matrix Anal. Appl. 2006 cited by 568

  6. Hyperspectral Super-Resolution With Coupled Tucker Approximation: Recoverability and SVD-Based Algorithms

    Authors: Clémence Prévost, Konstantin Usevich, Pierre Comon, David Brie - IEEE Transactions on Signal Processing, IEEE Trans. Signal Process. 2020 cited by 85

  7. Nonnegative Tensor CP Decomposition of Hyperspectral Data

    Authors: Miguel Angel Veganzones, Jeremy E. Cohen, Rodrigo Cabral Farias, Jocelyn Chanussot, Pierre Comon - IEEE Transactions on Geoscience and Remote Sensing, IEEE Trans. Geosci. Remote. Sens. 2015 cited by 114

  8. Tensors : A brief introduction

    Authors: Pierre Comon - IEEE Signal Processing Magazine, IEEE Signal Process. Mag. 2014 cited by 346

  9. Feature Space Recovery for Efficient Incomplete Multi-View Clustering

    Authors: Zhen Long, Ce Zhu, Pierre Comon, Yazhou Ren, Yipeng Liu - IEEE Transactions on Knowledge and Data Engineering, IEEE Trans. Knowl. Data Eng. 2023 cited by 18

  10. ICA-Based EEG denoising: a comparative analysis of fifteen methods

    Authors: Laurent Albera, Amar Kachenoura, Pierre Comon, Ahmad Karfoul, Fabrice Wendling, Lotfi Senhadji, Isabelle Merlet - Bulletin of the Polish Academy of Sciences Technical Sciences 2012 cited by 132

  11. Multidimensional ESPRIT for Damped and Undamped Signals: Algorithm, Computations, and Perturbation Analysis

    Authors: Souleymen Sahnoun, Konstantin Usevich, Pierre Comon - IEEE Transactions on Signal Processing, IEEE Trans. Signal Process. 2017 cited by 73

  12. SISSY: An efficient and automatic algorithm for the analysis of EEG sources based on structured sparsity

    Authors: Hanna Becker, Laurent Albera, Pierre Comon, Jean-Claude Nunes, Rémi Gribonval, Julien Fleureau, Philippe Guillotel, Isabelle Merlet - NeuroImage 2017 cited by 44

  13. Tensor methods for multisensor signal processing

    Authors: Sebastian Miron, Yassine Zniyed, Rémy Boyer, André Lima Férrer de Almeida, Gérard Favier, David Brie, Pierre Comon - IET Signal Processing, IET Signal Process. 2020 cited by 33

  14. Nonnegative approximations of nonnegative tensors

    Authors: Lek-Heng Lim, Pierre Comon - Journal of Chemometrics 2009 cited by 179

  15. Brain-Source Imaging: From sparse to tensor models

    Authors: Hanna Becker, Laurent Albera, Pierre Comon, Rémi Gribonval, Fabrice Wendling, Isabelle Merlet - IEEE Signal Processing Magazine, IEEE Signal Process. Mag. 2015 cited by 88

  16. Trainable Subspaces for Low Rank Tensor Completion: Model and Analysis

    Authors: Zhen Long, Ce Zhu, Jiani Liu, Pierre Comon, Yipeng Liu - IEEE Transactions on Signal Processing, IEEE Trans. Signal Process. 2022 cited by 24

  17. Robust independent component analysis by iterative maximization of the kurtosis contrast with algebraic optimal step size

    Authors: Vicente Zarzoso, Pierre Comon - IEEE Transactions on Neural Networks, IEEE Trans. Neural Networks 2009 cited by 240

  18. On the virtual array concept for higher order array processing

    Authors: Pascal Chevalier, Laurent Albera, Anne Ferréol, Pierre Comon - IEEE Transactions on Signal Processing, IEEE Trans. Signal Process. 2005 cited by 224

  19. Canonical Polyadic Decomposition with a Columnwise Orthonormal Factor Matrix

    Authors: Mikael Sørensen, Lieven De Lathauwer, Pierre Comon, Sylvie Icart, Luc Deneire - SIAM Journal on Matrix Analysis and Applications, SIAM J. Matrix Anal. Appl. 2012 cited by 77

  20. Enhanced Line Search: A Novel Method to Accelerate PARAFAC

    Authors: Myriam Rajih, Pierre Comon, Richard A. Harshman - SIAM Journal on Matrix Analysis and Applications, SIAM J. Matrix Anal. Appl. 2008 cited by 221

  21. Graph based k-means clustering

    Authors: L. Galluccio, Olivier Michel, Pierre Comon, Alfred O. Hero - Signal Processing, Signal Process. 2012 cited by 84

  22. Tensor CP Decomposition With Structured Factor Matrices: Algorithms and Performance

    Authors: José Henrique de Morais Goulart, Maxime Boizard, Rémy Boyer, Gérard Favier, Pierre Comon - IEEE Journal of Selected Topics in Signal Processing, IEEE J. Sel. Top. Signal Process. 2015 cited by 51

  23. Globally Convergent Jacobi-Type Algorithms for Simultaneous Orthogonal Symmetric Tensor Diagonalization

    Authors: Jianze Li, Konstantin Usevich, Pierre Comon - SIAM Journal on Matrix Analysis and Applications, SIAM J. Matrix Anal. Appl. 2018 cited by 40

  24. EEG extended source localization: Tensor-based vs. conventional methods

    Authors: Hanna Becker, Laurent Albera, Pierre Comon, Martin Haardt, Gwénaël Birot, Fabrice Wendling, Martine Gavaret, Christian G. Bénar, Isabelle Merlet - NeuroImage 2014 cited by 93