Pierre Comon

19.0k total citations · 1 hit paper
193 papers, 10.8k citations indexed

About

Pierre Comon is a scholar working on Signal Processing, Computational Mathematics and Computational Mechanics. According to data from OpenAlex, Pierre Comon has authored 193 papers receiving a total of 10.8k indexed citations (citations by other indexed papers that have themselves been cited), including 125 papers in Signal Processing, 63 papers in Computational Mathematics and 49 papers in Computational Mechanics. Recurrent topics in Pierre Comon's work include Blind Source Separation Techniques (109 papers), Tensor decomposition and applications (63 papers) and Spectroscopy and Chemometric Analyses (37 papers). Pierre Comon is often cited by papers focused on Blind Source Separation Techniques (109 papers), Tensor decomposition and applications (63 papers) and Spectroscopy and Chemometric Analyses (37 papers). Pierre Comon collaborates with scholars based in France, United States and China. Pierre Comon's co-authors include Gene H. Golub, Lek‐Heng Lim, Bernard Mourrain, Laurent Albera, André L. F. de Almeida, Xavier Luciani, Christian Jutten, Jeanny Hérault, Vicente Zarzoso and Anne Ferréol and has published in prestigious journals such as SHILAP Revista de lepidopterología, NeuroImage and Proceedings of the IEEE.

In The Last Decade

Pierre Comon

183 papers receiving 10.0k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Independent component analysis, A new concept?

1994 5.4k citations Pierre Comon Signal Processing profile →

Peers

Countries citing papers authored by Pierre Comon

Since Specialization

Citations

This map shows the geographic impact of Pierre Comon's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Pierre Comon with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Pierre Comon more than expected).

Fields of papers citing papers by Pierre Comon

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Pierre Comon. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Pierre Comon. The network helps show where Pierre Comon may publish in the future.

Co-authorship network of co-authors of Pierre Comon

This figure shows the co-authorship network connecting the top 25 collaborators of Pierre Comon. A scholar is included among the top collaborators of Pierre Comon based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Pierre Comon. Pierre Comon is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Feature Space Recovery for Efficient Incomplete Multi-View Clustering 2023 ·IEEE Transactions on Knowledge and Data Engineering ·Zhen Long, Ce Zhu, Pierre Comon, Yazhou Ren, Yipeng Liu	10
2	MultiHU-TD: Multifeature Hyperspectral Unmixing Based on Tensor Decomposition 2023 ·IEEE Transactions on Geoscience and Remote Sensing ·(unknown), Mauro Dalla Mura, Lucas Drumetz, Pierre Comon	5
3	Constrained Cramér–Rao bounds for reconstruction problems formulated as coupled canonical polyadic decompositions 2022 ·Signal Processing ·(unknown), Konstantin Usevich, Martin Haardt, Pierre Comon, David Brie	2
4	Trainable Subspaces for Low Rank Tensor Completion: Model and Analysis 2022 ·IEEE Transactions on Signal Processing ·Zhen Long, Ce Zhu, (unknown), Pierre Comon, Yipeng Liu	19
5	Topologie des rangs tensoriels 2020 ·SPIRE - Sciences Po Institutional REpository ·Pierre Comon, Lek‐Heng Lim, Qi Yang, Ke Ye	6
6	On the minimal ranks of matrix pencils and the existence of a best approximate block-term tensor decomposition 2018 ·Linear Algebra and its Applications ·(unknown), Pierre Comon	2
7	SISSY: An efficient and automatic algorithm for the analysis of EEG sources based on structured sparsity 2017 ·NeuroImage ·Matthias Becker, Laurent Albera, Pierre Comon, Jean‐Claude Nunes, Rémi Gribonval, Julien Fleureau, Philippe Guillotel, Isabelle Merlet	30
8	On the reduction of multivariate quadratic systems to best rank-1 approximation of three-way tensors 2016 ·Applied Mathematics Letters ·(unknown), Pierre Comon, André L. F. de Almeida	2
9	Statistical efficiency of structured cpd estimation applied to Wiener-Hammerstein modeling 2015 ·HAL (Le Centre pour la Communication Scientifique Directe) ·(unknown), (unknown), Rémy Boyer, Gérard Favier, Pierre Comon	1
10	Nonnegative 3-way tensor factorization taking in to account possible missing data 2012 ·European Signal Processing Conference ·(unknown), (unknown), Pierre Comon	5
11	General tensor decomposition, moment matrices and applications 2012 ·Journal of Symbolic Computation ·Alessandra Bernardi, (unknown), Pierre Comon, Bernard Mourrain	24
12	Tensor decompositions with banded matrix factors 2012 ·Linear Algebra and its Applications ·Mikael Sørensen, Pierre Comon	12
13	Subtracting a best rank-1 approximation does not necessarily decrease tensor rank 2010 ·SPIRE - Sciences Po Institutional REpository ·Alwin Stegeman, Pierre Comon	30
14	Multiarray signal processing: Tensor decomposition meets compressed sensing 2010 ·Comptes Rendus Mécanique ·Lek‐Heng Lim, Pierre Comon	65
15	Unsupervised clustering on multi-component datasets: Applications on images and astrophysics data 2008 ·European Signal Processing Conference ·L. Galluccio, Olivier Michel, Pierre Comon	4
16	A linear algebra approach to systems of polynomial equations with application to digital communications 2004 ·European Signal Processing Conference ·Jérôme Lebrun, Pierre Comon	1
17	Blind Identification of Overcomplete MixturEs of sources (BIOME) 2004 ·Linear Algebra and its Applications ·Laurent Albera, Anne Ferréol, Pierre Comon, Pascal Chevalier	46
18	Estimation of Performance Bounds in Supervised Classification 1994 ·Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B)) ·Pierre Comon, (unknown), Michel Verleysen	5
19	Distributed Bayesian classification 1991 ·Pierre Comon	3
20	A new signal estimation using a reception model 1986 ·NASA STI/Recon Technical Report N ·Pierre Comon, Jean‐Louis Lacoume	1

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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