J.-F. Cardoso

102.0k total citations · 7 hit papers
97 papers, 11.9k citations indexed

About

J.-F. Cardoso is a scholar working on Signal Processing, Analytical Chemistry and Computational Mechanics. According to data from OpenAlex, J.-F. Cardoso has authored 97 papers receiving a total of 11.9k indexed citations (citations by other indexed papers that have themselves been cited), including 73 papers in Signal Processing, 33 papers in Analytical Chemistry and 16 papers in Computational Mechanics. Recurrent topics in J.-F. Cardoso's work include Blind Source Separation Techniques (65 papers), Speech and Audio Processing (33 papers) and Spectroscopy and Chemometric Analyses (33 papers). J.-F. Cardoso is often cited by papers focused on Blind Source Separation Techniques (65 papers), Speech and Audio Processing (33 papers) and Spectroscopy and Chemometric Analyses (33 papers). J.-F. Cardoso collaborates with scholars based in France, United States and Israel. J.-F. Cardoso's co-authors include Antoine Souloumiac, Éric Moulines, Karim Abed‐Meraim, Adel Belouchrani, Pierre Duhamel, S. Mayrargue, Dinh-Tuan Pham, Mathias Fink, Шун-ичи Амари and Lieven De Lathauwer and has published in prestigious journals such as Proceedings of the IEEE, Monthly Notices of the Royal Astronomical Society and IEEE Transactions on Signal Processing.

In The Last Decade

J.-F. Cardoso

96 papers receiving 11.0k citations

Hit Papers

5 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.

A blind source separation technique using second-order statistics

1997 1.9k citations Adel Belouchrani, Karim Abed‐Meraim et al. IEEE Transactions on Signal Processing profile →
Blind beamforming for non-gaussian signals

1993 1.8k citations J.-F. Cardoso, Antoine Souloumiac profile →
Blind signal separation: statistical principles

1998 1.2k citations J.-F. Cardoso profile →
Subspace methods for the blind identification of multichannel FIR filters

1995 1.1k citations Éric Moulines, J.-F. Cardoso et al. IEEE Transactions on Signal Processing profile →
Equivariant adaptive source separation

1996 892 citations J.-F. Cardoso et al. IEEE Transactions on Signal Processing profile →
High-Order Contrasts for Independent Component Analysis

1999 753 citations J.-F. Cardoso profile →
Jacobi Angles for Simultaneous Diagonalization

1996 563 citations J.-F. Cardoso, Antoine Souloumiac SIAM Journal on Matrix Analysis and Applications profile →

Peers

Countries citing papers authored by J.-F. Cardoso

Since Specialization

Citations

This map shows the geographic impact of J.-F. Cardoso'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 J.-F. Cardoso with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites J.-F. Cardoso more than expected).

Fields of papers citing papers by J.-F. Cardoso

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by J.-F. Cardoso. 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 J.-F. Cardoso. The network helps show where J.-F. Cardoso may publish in the future.

Co-authorship network of co-authors of J.-F. Cardoso

This figure shows the co-authorship network connecting the top 25 collaborators of J.-F. Cardoso. A scholar is included among the top collaborators of J.-F. Cardoso 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 J.-F. Cardoso. J.-F. Cardoso is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	Independent component analysis in the light of Information Geometry 2022 ·arXiv (Cornell University) ·J.-F. Cardoso	2
2	Spectral Independent Component Analysis with noise modeling for M/EEG source separation 2021 ·Journal of Neuroscience Methods ·Pierre Ablin, J.-F. Cardoso, Alexandre Gramfort	1
3	Spectral independent component analysis with noise modeling for M/EEG\n source separation 2020 ·ArXiv.org ·Pierre Ablin, J.-F. Cardoso, Alexandre Gramfort	16
4	Semi-blind Bayesian inference of CMB map and power spectrum 2016 ·Astronomy and Astrophysics ·(unknown), B. D. Wandelt, J.-F. Cardoso, K. Benabed	4
5	Blind Separation of Multi-Dimensional Components via Subspace Decomposition: Performance Analysis 2014 ·IEEE Transactions on Signal Processing ·Dana Lahat, J.-F. Cardoso, (unknown)	5
6	Measuring the tensor to scalar ratio from CMB B-modes in the presence of foregrounds 2009 ·Astronomy and Astrophysics ·M. Betoule, E. Pierpaoli, J. Delabrouille, M. Le Jeune, J.-F. Cardoso	37
7	Estimation of cosmological parameters using adaptive importance sampling 2009 ·Physical review. D. Particles, fields, gravitation, and cosmology ·Darren Wraith, M. Kilbinger, K. Benabed, Olivier Cappé, J.-F. Cardoso, Gersende Fort, S. Prunet, Christian P. Robert	39
8	A full sky, low foreground, high resolution CMB map from WMAP 2008 ·Astronomy and Astrophysics ·G. de Zotti, J.-F. Cardoso, M. Le Jeune, M. Betoule, Gilles Faÿ, (unknown)	150
9	Maximum likelihood approach for blind audio source separation using time-frequency Gaussian source models 2006 ·Cédric Févotte, J.-F. Cardoso	40
10	The Maximum Likelihood Approach to Complex ICA 2006 ·J.-F. Cardoso, (unknown)	25
11	Source separation using higher order moments 2003 ·International Conference on Acoustics, Speech, and Signal Processing ·J.-F. Cardoso	240
12	Multidetector multicomponent spectral matching and applications for cosmic microwave background data analysis 2003 ·Monthly Notices of the Royal Astronomical Society ·J. Delabrouille, J.-F. Cardoso, G. Patanchon	106
13	Performance and implementation of invariant source separation algorithms 2002 ·J.-F. Cardoso	2
14	Asymptotic performance of second order blind separation 2002 ·Karim Abed‐Meraim, Adel Belouchrani, J.-F. Cardoso, Éric Moulines	5
15	First IEEE Signal Processing Workshop on Signal Processing Advances in Wireless Communications, April 16-18, 1997, Paris, France 1997 ·(unknown), Mats Viberg, J.-F. Cardoso	1
16	Statistical Principles of Source Separation 1997 ·IFAC Proceedings Volumes ·J.-F. Cardoso	8
17	Jacobi Angles for Simultaneous Diagonalization breakdown → 1996 ·SIAM Journal on Matrix Analysis and Applications ·J.-F. Cardoso, Antoine Souloumiac	563
18	Direction finding algorithms using fourth order statistics: asymptotic performance analysis 1992 ·Éric Moulines, J.-F. Cardoso	13
19	Diffraction Effects in Pulse-Echo Measurement 1984 ·IEEE Transactions on Sonics and Ultrasonics ·Mathias Fink, J.-F. Cardoso	98
20	Diffraction Correction in Pulse-Echo Attenuation Measurements 1983 ·J.-F. Cardoso, Mathias Fink	11

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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