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

A blind source separation technique using second-order st... 1993 2026 2004 2015 1997 1993 1998 1995 1996 500 1000 1.5k
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.

  1. 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 →
  2. Blind beamforming for non-gaussian signals
    1993 1.8k citations J.-F. Cardoso, Antoine Souloumiac profile →
  3. Blind signal separation: statistical principles
    1998 1.2k citations J.-F. Cardoso profile →
  4. 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 →
  5. Equivariant adaptive source separation
    1996 892 citations J.-F. Cardoso et al. IEEE Transactions on Signal Processing profile →
  6. High-Order Contrasts for Independent Component Analysis
    1999 753 citations J.-F. Cardoso profile →
  7. Jacobi Angles for Simultaneous Diagonalization
    1996 563 citations J.-F. Cardoso, Antoine Souloumiac SIAM Journal on Matrix Analysis and Applications profile →

Peers

J.-F. Cardoso
Pierre Comon France
Christian Jutten France
Juha Karhunen Finland
Lieven De Lathauwer Belgium
Karim Abed‐Meraim France
C.L. Nikias United States
Dimitris G. Manolakis United States
B. Boashash Australia
Steven Kay United States
Barak A. Pearlmutter United States
Pierre Comon France
J.-F. Cardoso
Citations per year, relative to J.-F. Cardoso J.-F. Cardoso (= 1×) peers Pierre Comon

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

20 of 20 papers shown
1.
Cardoso, J.-F.. (2022). Independent component analysis in the light of Information Geometry. arXiv (Cornell University). 7(S1). 29–38. 2 indexed citations
2.
Ablin, Pierre, J.-F. Cardoso, & Alexandre Gramfort. (2021). Spectral Independent Component Analysis with noise modeling for M/EEG source separation. Journal of Neuroscience Methods. 356. 109144–109144. 1 indexed citations
3.
Ablin, Pierre, J.-F. Cardoso, & Alexandre Gramfort. (2020). Spectral independent component analysis with noise modeling for M/EEG\n source separation. ArXiv.org. 16 indexed citations
4.
Wandelt, B. D., et al.. (2016). Semi-blind Bayesian inference of CMB map and power spectrum. Astronomy and Astrophysics. 588. A113–A113. 4 indexed citations
5.
Lahat, Dana, et al.. (2014). Blind Separation of Multi-Dimensional Components via Subspace Decomposition: Performance Analysis. IEEE Transactions on Signal Processing. 62(11). 2894–2905. 5 indexed citations
6.
Betoule, M., E. Pierpaoli, J. Delabrouille, M. Le Jeune, & J.-F. Cardoso. (2009). Measuring the tensor to scalar ratio from CMB B-modes in the presence of foregrounds. Astronomy and Astrophysics. 503(3). 691–706. 37 indexed citations
7.
Wraith, Darren, M. Kilbinger, K. Benabed, et al.. (2009). Estimation of cosmological parameters using adaptive importance sampling. Physical review. D. Particles, fields, gravitation, and cosmology. 80(2). 39 indexed citations
8.
Zotti, G. de, et al.. (2008). A full sky, low foreground, high resolution CMB map from WMAP. Astronomy and Astrophysics. 493(3). 835–857. 150 indexed citations
9.
Févotte, Cédric & J.-F. Cardoso. (2006). Maximum likelihood approach for blind audio source separation using time-frequency Gaussian source models. 78–81. 40 indexed citations
10.
Cardoso, J.-F., et al.. (2006). The Maximum Likelihood Approach to Complex ICA. 5. V–673. 25 indexed citations
11.
Cardoso, J.-F.. (2003). Source separation using higher order moments. International Conference on Acoustics, Speech, and Signal Processing. 2109–2112. 240 indexed citations
12.
Delabrouille, J., J.-F. Cardoso, & G. Patanchon. (2003). Multidetector multicomponent spectral matching and applications for cosmic microwave background data analysis. Monthly Notices of the Royal Astronomical Society. 346(4). 1089–1102. 106 indexed citations
13.
Cardoso, J.-F.. (2002). Performance and implementation of invariant source separation algorithms. 2. 85–88. 2 indexed citations
14.
Abed‐Meraim, Karim, Adel Belouchrani, J.-F. Cardoso, & Éric Moulines. (2002). Asymptotic performance of second order blind separation. iv. IV/277–IV/280. 5 indexed citations
15.
Viberg, Mats, et al.. (1997). First IEEE Signal Processing Workshop on Signal Processing Advances in Wireless Communications, April 16-18, 1997, Paris, France. 1 indexed citations
16.
Cardoso, J.-F.. (1997). Statistical Principles of Source Separation. IFAC Proceedings Volumes. 30(11). 9–16. 8 indexed citations
17.
Cardoso, J.-F. & Antoine Souloumiac. (1996). Jacobi Angles for Simultaneous Diagonalization. SIAM Journal on Matrix Analysis and Applications. 17(1). 161–164. 563 indexed citations breakdown →
18.
Moulines, Éric & J.-F. Cardoso. (1992). Direction finding algorithms using fourth order statistics: asymptotic performance analysis. 437–440 vol.2. 13 indexed citations
19.
Fink, Mathias & J.-F. Cardoso. (1984). Diffraction Effects in Pulse-Echo Measurement. IEEE Transactions on Sonics and Ultrasonics. 31(4). 313–329. 98 indexed citations
20.
Cardoso, J.-F. & Mathias Fink. (1983). Diffraction Correction in Pulse-Echo Attenuation Measurements. 841–846. 11 indexed citations

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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