World's Best Scientists 2026 revealed!
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Computer Science
France
2025

D-Index & Metrics

Mathematics

D-Index
54
Citations
23471
World Ranking
809
National Ranking
39

Computer Science

D-Index
56
Citations
26910
World Ranking
3943
National Ranking
76

Pierre Comon publication distribution in Mathematics in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Mathematics in 2026. The highlighted bar marks where Pierre Comon sits on this spectrum.

42–46 publications: 3 scientists 47–51 publications: 5 scientists 52–56 publications: 7 scientists 57–61 publications: 20 scientists 62–66 publications: 14 scientists 67–71 publications: 25 scientists 72–76 publications: 19 scientists 77–81 publications: 35 scientists 82–86 publications: 50 scientists 87–91 publications: 60 scientists 92–96 publications: 86 scientists 97–101 publications: 84 scientists 102–106 publications: 83 scientists 107–111 publications: 90 scientists 112–116 publications: 99 scientists 117–121 publications: 90 scientists 122–126 publications: 91 scientists 127–131 publications: 109 scientists 132–136 publications: 110 scientists 137–141 publications: 98 scientists 142–146 publications: 112 scientists 147–151 publications: 102 scientists 152–156 publications: 88 scientists 157–161 publications: 106 scientists 162–166 publications: 83 scientists 167–171 publications: 102 scientists 172–176 publications: 77 scientists 177–181 publications: 81 scientists 182–186 publications: 78 scientists 187–191 publications: 71 scientists 192–196 publications: 92 scientists 197–201 publications: 64 scientists 202–206 publications: 69 scientists 207–211 publications: 64 scientists 212–216 publications: 62 scientists 217–221 publications: 58 scientists 222–226 publications: 53 scientists 227–231 publications: 50 scientists 232–236 publications: 46 scientists 237–241 publications: 46 scientists 242–246 publications: 46 scientists 247–251 publications: 43 scientists 252–256 publications: 29 scientists 257–261 publications: 45 scientists 262–266 publications: 30 scientists 267–271 publications: 33 scientists 272–276 publications: 34 scientists 277–281 publications: 30 scientists 282–286 publications: 31 scientists 287–291 publications: 21 scientists 292–296 publications: 34 scientists 297–301 publications: 26 scientists 302–306 publications: 10 scientists 307–311 publications: 17 scientists 312–316 publications: 23 scientists 317–321 publications: 13 scientists 322–326 publications: 16 scientists 327–331 publications: 26 scientists 332–336 publications: 13 scientists 337–341 publications: 13 scientists 342–346 publications: 16 scientists 347–351 publications: 17 scientists 352–356 publications: 12 scientists 357–361 publications: 18 scientists 362–366 publications: 18 scientists 367–371 publications: 9 scientists 372–376 publications: 11 scientists 377–381 publications: 8 scientists 382–386 publications: 8 scientists 387–391 publications: 9 scientists 392–396 publications: 9 scientists 397–401 publications: 8 scientists 402–406 publications: 11 scientists 407–411 publications: 6 scientists 412–416 publications: 6 scientists 417–421 publications: 9 scientists 422–426 publications: 8 scientists 427–431 publications: 5 scientists 432–436 publications: 8 scientists 437–441 publications: 8 scientists 442–446 publications: 4 scientists 447–451 publications: 4 scientists 452–456 publications: 4 scientists 457–461 publications: 2 scientists 462–466 publications: 2 scientists 467–471 publications: 4 scientists 472–476 publications: 3 scientists 477–481 publications: 3 scientists 482–486 publications: 6 scientists 487–491 publications: 3 scientists 492–496 publications: 5 scientists 497–501 publications: 5 scientists 502–506 publications: 1 scientists 507–511 publications: 6 scientists 512–516 publications: 4 scientists 517–521 publications: 1 scientists 522–526 publications: 3 scientists 527–531 publications: 1 scientists 532–536 publications: 4 scientists 537+ publications: 100 scientists
42 publications 537+

This scientist: 316 publications — 87th percentile

87% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 537 publications or more.

Pierre Comon D-index placement in Mathematics in 2026

The chart shows the D-index (discipline H-index) distribution of Mathematics scientists ranked by Research.com in 2026. The highlighted bar marks where Pierre Comon sits on this spectrum.

30 D-Index: 174 scientists 31 D-Index: 151 scientists 32 D-Index: 174 scientists 33 D-Index: 117 scientists 34 D-Index: 136 scientists 35 D-Index: 127 scientists 36 D-Index: 145 scientists 37 D-Index: 153 scientists 38 D-Index: 150 scientists 39 D-Index: 150 scientists 40 D-Index: 138 scientists 41 D-Index: 136 scientists 42 D-Index: 93 scientists 43 D-Index: 108 scientists 44 D-Index: 115 scientists 45 D-Index: 112 scientists 46 D-Index: 103 scientists 47 D-Index: 75 scientists 48 D-Index: 59 scientists 49 D-Index: 67 scientists 50 D-Index: 60 scientists 51 D-Index: 57 scientists 52 D-Index: 59 scientists 53 D-Index: 62 scientists 54 D-Index: 60 scientists 55 D-Index: 50 scientists 56 D-Index: 42 scientists 57 D-Index: 54 scientists 58 D-Index: 50 scientists 59 D-Index: 42 scientists 60 D-Index: 41 scientists 61 D-Index: 35 scientists 62 D-Index: 40 scientists 63 D-Index: 21 scientists 64 D-Index: 31 scientists 65 D-Index: 27 scientists 66 D-Index: 29 scientists 67 D-Index: 19 scientists 68 D-Index: 25 scientists 69 D-Index: 17 scientists 70 D-Index: 18 scientists 71 D-Index: 12 scientists 72 D-Index: 14 scientists 73 D-Index: 13 scientists 74 D-Index: 18 scientists 75 D-Index: 9 scientists 76 D-Index: 11 scientists 77 D-Index: 10 scientists 78 D-Index: 9 scientists 79 D-Index: 16 scientists 80 D-Index: 12 scientists 81 D-Index: 10 scientists 82 D-Index: 5 scientists 83 D-Index: 5 scientists 84 D-Index: 13 scientists 85 D-Index: 6 scientists 86+ D-Index: 99 scientists
30 D-Index 86+

This scientist: 54 D-Index — 78th percentile

78% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 86 D-Index or more.

Research.com Recognitions

  • 2025 - Research.com Computer Science in France Leader Award
  • 2023 - Research.com Computer Science in France Leader Award
  • 2022 - Research.com Computer Science in France Leader Award
  • 2019 - SIAM Fellow For pioneering and groundbreaking contributions to signal processing, tensor decompositions, and was instrumental in creating independent component analysis.
  • 2007 - IEEE Fellow For contributions to high-order statistics and blind techniques for signal processing

Overview

Pierre Comon is affiliated with Grenoble Alpes University in France. Their research spans the intersection of Mathematics, Computer Science, and Engineering, with a focus on specialized subfields such as Computational Mathematics, Computational Mechanics, Statistics and Probability, Computer Vision and Pattern Recognition, and Signal Processing.

The scientist's research topics primarily address tensor decomposition and applications, sparse and compressive sensing techniques, blind source separation techniques, image and signal denoising methods, matrix theory and algorithms, advanced neuroimaging techniques and applications, and advanced chemical sensor technologies.

Recent publications by Pierre Comon include the following papers:

  • Hyperspectral Super-Resolution With Coupled Tucker Approximation: Recoverability and SVD-Based Algorithms, 2020, IEEE Transactions on Signal Processing
  • Reliable chiral recognition with an optoelectronic nose, 2020, Biosensors and Bioelectronics
  • Alternating Group Lasso for Block-Term Tensor Decomposition and Application to ECG Source Separation, 2020, IEEE Transactions on Signal Processing
  • Tensor methods for multisensor signal processing, 2020, IET Signal Processing
  • Approximate Matrix and Tensor Diagonalization by Unitary Transformations: Convergence of Jacobi-Type Algorithms, 2020, SIAM Journal on Optimization

Frequent collaborators include Konstantin Usevich, David Brie, Pierre Maho, Cyril Herrier, and Thierry Livache.

Pierre Comon's work has been published in various venues, including:

  • Signal Processing
  • arXiv (Cornell University)
  • IEEE Transactions on Signal Processing
  • HAL (Le Centre pour la Communication Scientifique Directe)
  • Biosensors and Bioelectronics

The scientist has been recognized as an IEEE Fellow in 2007 for contributions to high-order statistics and blind techniques for signal processing.

In 2019, Pierre Comon was named a SIAM Fellow for pioneering contributions to signal processing, tensor decompositions, and independent component analysis.

Best Publications

  • Independent component analysis, a new concept?

    Pierre Comon

  • Handbook of Blind Source Separation: Independent Component Analysis and Applications

    Pierre Comon;Christian Jutten

  • Tracking a few extreme singular values and vectors in signal processing

    P. Comon;G.H. Golub

  • Symmetric Tensors and Symmetric Tensor Rank

    Pierre Comon;Gene Golub;Lek-Heng Lim;Bernard Mourrain

  • Blind separation of sources, Part II: problems statement

    Pierre Comon;Christian Jutten;Jeanny Herault

  • Tensor Decompositions, Alternating Least Squares and other Tales

    P. Comon;X. Luciani;A. L. F. de Almeida

  • Independent Component Analysis

    Pierre Comon

  • Tensors : A brief introduction

    Pierre Comon

  • Robust Independent Component Analysis by Iterative Maximization of the Kurtosis Contrast With Algebraic Optimal Step Size

    V. Zarzoso;P. Comon

  • Ica: a potential tool for bci systems

    A. Kachenoura;L. Albera;L. Senhadji;P. Comon

  • Enhanced Line Search: A Novel Method to Accelerate PARAFAC

    Myriam Rajih;Pierre Comon;Richard A. Harshman

  • On the virtual array concept for higher order array processing

    P. Chevalier;L. Albera;A. Ferreol;P. Comon

  • Decomposition of quantics in sums of powers of linear forms

    P. Comon;B. Mourrain

  • Symmetric tensor decomposition

    Jérôme Brachat;Pierre Comon;Bernard Mourrain;Elias P. Tsigaridas;Elias P. Tsigaridas

  • Statistiques d'ordre supérieur pour le traitement du signal

    Jean-Louis Lacoume;Pierre-Olivier Amblard;Pierre Comon

  • NONNEGATIVE APPROXIMATIONS OF NONNEGATIVE TENSORS

    Lek-Heng Lim;Pierre Comon

  • Tensor Decompositions, State of the Art and Applications

    Pierre Comon

  • Contrasts for multichannel blind deconvolution

    P. Comon

  • Separation Of Stochastic Processes

    P. Comon

  • Nonlocal Coupled Tensor CP Decomposition for Hyperspectral and Multispectral Image Fusion

    Yang Xu;Zebin Wu;Jocelyn Chanussot;Pierre Comon

  • Enhanced Line Search: A novel method to accelerate Parafac

    Myriam Rajih;Pierre Comon

Frequent Co-Authors

Bernard Mourrain
Bernard Mourrain French Institute for Research in Computer Science and Automation - INRIA
Christian Jutten
Christian Jutten Grenoble Alpes University
Isabelle Merlet
Isabelle Merlet University of Rennes
Andre L. F. de Almeida
Andre L. F. de Almeida Universidade Federal do Ceará
Fabrice Wendling
Fabrice Wendling University of Rennes
Jocelyn Chanussot
Jocelyn Chanussot Grenoble Alpes University
Rémi Gribonval
Rémi Gribonval École Normale Supérieure de Lyon
Mauro Dalla Mura
Mauro Dalla Mura Grenoble Alpes University
Martin Haardt
Martin Haardt Ilmenau University of Technology

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