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Researcher · GIPSA-Lab · France

Pierre Comon

Pierre Comon publishes mostly in Signal Processing, Computational Mathematics and Analytical Chemistry, on topics such as Blind Source Separation Techniques, Tensor decomposition and applications and Spectroscopy and Chemometric Analyses.

World rank
#23,549
of 1,633,909 ranked researchers
Rank in France
#1,319
of 96,116
Works
119
Citations
919
Citations per work
7.7

What does Pierre Comon research?

Signal Processing: 25.2%Computational Mathematics: 12.6%Analytical Chemistry: 7.1%Computational Mechanics: 7.1%other fields: 48.0%25%top field
Signal Processing25.2%Computational Mathematics12.6%Analytical Chemistry7.1%Computational Mechanics7.1%other fields48.0%

Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.

  1. 1Signal Processing25% of their works
  2. 2Computational Mathematics13% of their works
  3. 3Analytical Chemistry7% of their works
  4. 4Computational Mechanics7% of their works
  5. 5Artificial Intelligence5% of their works
  6. 6Computational Theory and Mathematics5% of their works

Research topics

Which keywords describe Pierre Comon's research?

The keywords of their largest research topics: Sparse Representation, Blind Separation, Independent Component Analysis, Multilinear Algebra, Tensor Decomposition, Hyperspectral Imaging, Deep Learning and Multivariate Calibration.

Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.

All 19 words, with their numbers
  1. Sparse Representation262 topics
  2. Blind Separation221 topic
  3. Independent Component Analysis221 topic
  4. Multilinear Algebra161 topic
  5. Tensor Decomposition161 topic
  6. Hyperspectral Imaging142 topics
  7. Deep Learning122 topics
  8. Multivariate Calibration91 topic
  9. Near-Infrared Spectroscopy91 topic
  10. Audio-Visual Speech Recognition71 topic
  11. Speech Enhancement71 topic
  12. Image Denoising51 topic
  13. Matrix Computations51 topic
  14. Numerical Linear Algebra51 topic
  15. Sparse Representations51 topic
  16. Compressed Sensing41 topic
  17. Signal Recovery41 topic
  18. Vibration-based Damage Identification41 topic
  19. Wireless Sensors41 topic

Where does Pierre Comon work?

Pierre Comon's main affiliation in the publication record is GIPSA-Lab, France.

How many publications and citations does Pierre Comon have?

Science Explorer counts 119 works and 919 citations for Pierre Comon, ranking #23,549 of 1,633,909 researchers worldwide on the composite score.

Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.

Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.