Laurent Albera

2.7k total citations
74 papers, 1.8k citations indexed

About

Laurent Albera is a scholar working on Signal Processing, Cognitive Neuroscience and Analytical Chemistry. According to data from OpenAlex, Laurent Albera has authored 74 papers receiving a total of 1.8k indexed citations (citations by other indexed papers that have themselves been cited), including 62 papers in Signal Processing, 21 papers in Cognitive Neuroscience and 16 papers in Analytical Chemistry. Recurrent topics in Laurent Albera's work include Blind Source Separation Techniques (60 papers), Speech and Audio Processing (24 papers) and EEG and Brain-Computer Interfaces (18 papers). Laurent Albera is often cited by papers focused on Blind Source Separation Techniques (60 papers), Speech and Audio Processing (24 papers) and EEG and Brain-Computer Interfaces (18 papers). Laurent Albera collaborates with scholars based in France, Iran and Syria. Laurent Albera's co-authors include Pierre Comon, Anne Ferréol, Amar Kachenoura, Lotfi Senhadji, Isabelle Merlet, Fabrice Wendling, Pascal Chevalier, Gwénaël Birot, Ahmad Karfoul and Julien Fleureau and has published in prestigious journals such as NeuroImage, IEEE Transactions on Signal Processing and IEEE Transactions on Biomedical Engineering.

In The Last Decade

Laurent Albera

73 papers receiving 1.7k citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Laurent Albera France 24 1.0k 716 200 192 161 74 1.8k
Antoine Souloumiac France 13 2.2k 2.2× 898 1.3× 444 2.2× 96 0.5× 100 0.6× 42 3.2k
Xi-Lin Li United States 18 796 0.8× 386 0.5× 199 1.0× 30 0.2× 43 0.3× 50 1.1k
Arie Yeredor Israel 22 1.2k 1.2× 165 0.2× 306 1.5× 96 0.5× 105 0.7× 104 1.7k
César F. Caiafa Argentina 19 502 0.5× 381 0.5× 570 2.9× 860 4.5× 62 0.4× 68 2.1k
Qiu‐Hua Lin China 16 431 0.4× 354 0.5× 90 0.5× 201 1.0× 27 0.2× 64 1.2k
Lotfi Senhadji France 28 659 0.6× 1.1k 1.5× 74 0.4× 24 0.1× 52 0.3× 143 2.6k
Xiao‐Feng Gong China 15 410 0.4× 156 0.2× 116 0.6× 206 1.1× 119 0.7× 61 741
Nguyen Linh Trung Vietnam 16 468 0.5× 94 0.1× 212 1.1× 85 0.4× 41 0.3× 104 1.1k
Michael Syskind Pedersen Denmark 8 655 0.6× 487 0.7× 315 1.6× 14 0.1× 92 0.6× 17 1.5k
Athanasios P. Liavas Greece 13 374 0.4× 91 0.1× 255 1.3× 159 0.8× 38 0.2× 40 850

Countries citing papers authored by Laurent Albera

Since Specialization
Citations

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

Fields of papers citing papers by Laurent Albera

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Laurent Albera. 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 Laurent Albera. The network helps show where Laurent Albera may publish in the future.

Co-authorship network of co-authors of Laurent Albera

This figure shows the co-authorship network connecting the top 25 collaborators of Laurent Albera. A scholar is included among the top collaborators of Laurent Albera 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 Laurent Albera. Laurent Albera 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.
Kachenoura, Amar, et al.. (2024). Optimized CNN-based denoising strategy for enhancing longitudinal monitoring of heart failure. Computers in Biology and Medicine. 184. 109430–109430. 1 indexed citations
2.
Kachenoura, Amar, et al.. (2023). A reduced complexity ECG imaging model for regularized inversion optimization. Computers in Biology and Medicine. 167. 107698–107698. 1 indexed citations
3.
Kachenoura, Amar, Régine Le Bouquin Jeannès, Huazhong Shu, et al.. (2023). Electrophysiological brain imaging based on simulation-driven deep learning in the context of epilepsy. NeuroImage. 285. 120490–120490. 3 indexed citations
4.
Karfoul, Ahmad, Amar Kachenoura, & Laurent Albera. (2023). A Unified Approach for Inverse Problem in EEG and Brain Connectivity with Application to Epilepsy. A Proof of Concept Study. SPIRE - Sciences Po Institutional REpository. 1713–1717. 1 indexed citations
5.
Albera, Laurent, et al.. (2022). Parallelization scheme for canonical polyadic decomposition of large-scale high-order tensors. Signal Processing. 199. 108610–108610. 1 indexed citations
6.
Becker, Matthias, Laurent Albera, Pierre Comon, et al.. (2017). SISSY: An efficient and automatic algorithm for the analysis of EEG sources based on structured sparsity. NeuroImage. 157. 157–172. 30 indexed citations
7.
Acosta, Oscar, Juan David Ospina, Nathalie Costet, et al.. (2017). Independent component analysis for rectal bleeding prediction following prostate cancer radiotherapy. Radiotherapy and Oncology. 126(2). 263–269. 6 indexed citations
8.
Chowdhury, Rasheda Arman, Isabelle Merlet, Gwénaël Birot, et al.. (2016). Complex patterns of spatially extended generators of epileptic activity: Comparison of source localization methods cMEM and 4-ExSo-MUSIC on high resolution EEG and MEG data. NeuroImage. 143. 175–195. 40 indexed citations
9.
Albera, Laurent, Matthias Becker, Ahmad Karfoul, et al.. (2015). Localization of spatially distributed brain sources after a tensor-based preprocessing of interictal epileptic EEG data. PubMed. 2015. 6995–6998. 2 indexed citations
10.
Wang, Lu, Laurent Albera, Amar Kachenoura, Huazhong Shu, & Lotfi Senhadji. (2014). Canonical polyadic decomposition of third-order semi-nonnegative semi-symmetric tensors using LU and QR matrix factorizations. EURASIP Journal on Advances in Signal Processing. 2014(1). 1 indexed citations
11.
Becker, Hanna, Laurent Albera, Pierre Comon, et al.. (2014). EEG extended source localization: Tensor-based vs. conventional methods. NeuroImage. 96. 143–157. 59 indexed citations
12.
Albera, Laurent, et al.. (2014). Semi-nonnegative joint diagonalization by congruence and semi-nonnegative ICA. Signal Processing. 105. 185–197. 3 indexed citations
13.
Sardouie, Sepideh Hajipour, Laurent Albera, Mohammad Bagher Shamsollahi, & Isabelle Merlet. (2013). Canonical polyadic decomposition of complex-valued multi-way arrays based on simultaneous Schur decomposition. SPIRE - Sciences Po Institutional REpository. 1 indexed citations
14.
Kachenoura, Amar, Laurent Albera, Gwénaël Birot, et al.. (2012). Removal of muscle artifact from EEG data: comparison between stochastic (ICA and CCA) and deterministic (EMD and wavelet-based) approaches. EURASIP Journal on Advances in Signal Processing. 2012(1). 155 indexed citations
15.
Birot, Gwénaël, Laurent Albera, Fabrice Wendling, & Isabelle Merlet. (2011). Localization of extended brain sources from EEG/MEG: The ExSo-MUSIC approach. NeuroImage. 56(1). 102–113. 40 indexed citations
16.
Fleureau, Julien, Jean‐Claude Nunes, Amar Kachenoura, Laurent Albera, & Lotfi Senhadji. (2010). Turning Tangent Empirical Mode Decomposition: A Framework for Mono- and Multivariate Signals. IEEE Transactions on Signal Processing. 59(3). 1309–1316. 52 indexed citations
17.
Albera, Laurent, Anne Ferréol, Delphine Cosandier‐Rimélé, Isabelle Merlet, & Fabrice Wendling. (2006). Fourth Order Approaches for Localization of Brain Current Sources. PubMed. 115. 4498–4501. 2 indexed citations
18.
Albera, Laurent, Anne Ferréol, Pierre Comon, & Pascal Chevalier. (2004). Blind Identification of Overcomplete MixturEs of sources (BIOME). Linear Algebra and its Applications. 391. 3–30. 46 indexed citations
19.
Albera, Laurent & Pierre Comon. (2003). Asymptotic performance of contrast-based blind source separation algorithms. 244–248. 6 indexed citations
20.
Chevalier, P., Anne Ferréol, & Laurent Albera. (2002). On the behavior of current second order blind source separation methods for first and second order cyclostationary sources-application to CPFSK sources. IEEE International Conference on Acoustics Speech and Signal Processing. 73. III–3081. 8 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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