Lotfi Senhadji

3.6k total citations
143 papers, 2.6k citations indexed

About

Lotfi Senhadji is a scholar working on Signal Processing, Cognitive Neuroscience and Computer Vision and Pattern Recognition. According to data from OpenAlex, Lotfi Senhadji has authored 143 papers receiving a total of 2.6k indexed citations (citations by other indexed papers that have themselves been cited), including 49 papers in Signal Processing, 37 papers in Cognitive Neuroscience and 34 papers in Computer Vision and Pattern Recognition. Recurrent topics in Lotfi Senhadji's work include Blind Source Separation Techniques (35 papers), EEG and Brain-Computer Interfaces (28 papers) and Image and Signal Denoising Methods (22 papers). Lotfi Senhadji is often cited by papers focused on Blind Source Separation Techniques (35 papers), EEG and Brain-Computer Interfaces (28 papers) and Image and Signal Denoising Methods (22 papers). Lotfi Senhadji collaborates with scholars based in France, China and Iran. Lotfi Senhadji's co-authors include Fabrice Wendling, Amar Kachenoura, Jean-Jacques Bellanger, Laurent Albera, Karim Ansari-Asl, Huazhong Shu, Jiasong Wu, Fabrice Bartoloméi, Guy Carrault and Pierre Comon and has published in prestigious journals such as IEEE Transactions on Automatic Control, Scientific Reports and IEEE Transactions on Signal Processing.

In The Last Decade

Lotfi Senhadji

130 papers receiving 2.5k citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Lotfi Senhadji France 28 1.1k 659 560 303 288 143 2.6k
Robert J. Sclabassi United States 37 1.2k 1.1× 280 0.4× 400 0.7× 767 2.5× 323 1.1× 278 4.7k
Daniel Abásolo Spain 33 2.4k 2.2× 445 0.7× 947 1.7× 452 1.5× 98 0.3× 111 4.1k
P. Caminal Spain 29 1.0k 1.0× 498 0.8× 2.5k 4.5× 1.2k 3.9× 426 1.5× 197 4.1k
Saeid Sanei United Kingdom 32 2.0k 1.8× 1.7k 2.5× 435 0.8× 548 1.8× 173 0.6× 291 4.6k
Herbert Witte Germany 30 2.6k 2.4× 440 0.7× 500 0.9× 316 1.0× 55 0.2× 167 3.6k
Bernd Pompe Germany 16 1.2k 1.1× 553 0.8× 645 1.2× 356 1.2× 39 0.1× 31 4.7k
Mohammad Bagher Shamsollahi Iran 25 1.4k 1.3× 795 1.2× 1.7k 3.1× 916 3.0× 311 1.1× 132 2.7k
Christoph Bandt Germany 21 1.1k 1.0× 570 0.9× 382 0.7× 261 0.9× 36 0.1× 68 5.0k
Conor Heneghan Ireland 33 1.2k 1.1× 243 0.4× 914 1.6× 1.4k 4.6× 266 0.9× 114 4.2k
Bart Vanrumste Belgium 33 2.7k 2.5× 1.0k 1.6× 303 0.5× 680 2.2× 68 0.2× 191 4.4k

Countries citing papers authored by Lotfi Senhadji

Since Specialization
Citations

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

Fields of papers citing papers by Lotfi Senhadji

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Lotfi Senhadji

This figure shows the co-authorship network connecting the top 25 collaborators of Lotfi Senhadji. A scholar is included among the top collaborators of Lotfi Senhadji 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 Lotfi Senhadji. Lotfi Senhadji 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.
Senhadji, Lotfi, et al.. (2025). Make your choice for multimodal knowledge graph completion. Knowledge-Based Systems. 323. 113750–113750. 1 indexed citations
2.
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
3.
Wu, Jiasong, Xuan Li, Fanman Meng, et al.. (2024). CSLNSpeech: Solving the extended speech separation problem with the help of Chinese sign language. Speech Communication. 165. 103131–103131.
4.
Wu, Jiasong, Youyong Kong, Chunfeng Yang, et al.. (2024). Multiscale Low-Frequency Memory Network for Improved Feature Extraction in Convolutional Neural Networks. Proceedings of the AAAI Conference on Artificial Intelligence. 38(6). 5967–5975. 4 indexed citations
5.
Wu, Jiasong, et al.. (2024). FST-Net: Facial Soft Tissue Landmark Localization on 3dMD Scans Using Feature Fusion and Local Coordinate Regression. SPIRE - Sciences Po Institutional REpository. 1–5.
6.
Wu, Jiasong, et al.. (2024). Collaborative Aware Bidirectional Semantic Reasoning for Video Question Answering. IEEE Transactions on Circuits and Systems for Video Technology. 35(3). 2074–2086.
7.
Duprez, Joan, Eduardo Serrano, Lotfi Senhadji, et al.. (2024). Model-based Analysis of Myocardial Strains in Obstructive and Non-obstructive Hypertrophic Cardiomyopathy. Computing in cardiology. 51.
8.
Wu, Jiasong, Qingchun Li, Guanyu Yang, et al.. (2023). Self-supervised speech denoising using only noisy audio signals. Speech Communication. 149. 63–73. 7 indexed citations
9.
Zeng, Rui, Jiasong Wu, Zhuhong Shao, et al.. (2016). Color image classification via quaternion principal component analysis network. Neurocomputing. 216. 416–428. 61 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.
Albera, Laurent, et al.. (2014). Semi-nonnegative joint diagonalization by congruence and semi-nonnegative ICA. Signal Processing. 105. 185–197. 3 indexed citations
12.
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
13.
Bellanger, Jean-Jacques, et al.. (2011). Various Ways to Compute the Continuous-Discrete Extended Kalman Filter. IEEE Transactions on Automatic Control. 57(4). 1000–1004. 89 indexed citations
14.
Carrault, Guy, Alain Beuchée, Patrick Pladys, Lotfi Senhadji, & Alfredo Hernández. (2009). Time-frequency relationships between heart rate and respiration: A diagnosis tool for late onset sepsis in sick premature infants. HAL (Le Centre pour la Communication Scientifique Directe). 369–372. 2 indexed citations
15.
Wu, Jiasong, Huazhong Shu, Lotfi Senhadji, & Limin Luo. (2008). A fast algorithm for the computation of 2-D forward and inverse MDCT. Signal Processing. 88(6). 1436–1446. 5 indexed citations
16.
Serrai, Haçène & Lotfi Senhadji. (2005). Acquisition time reduction in magnetic resonance spectroscopic imaging using discrete wavelet encoding. Journal of Magnetic Resonance. 177(1). 22–30. 13 indexed citations
17.
Tirel, O., C. Chanavaz, J.Y. Bansard, et al.. (2005). Effect of remifentanil with and without atropine on heart rate variability and RR interval in children. Anaesthesia. 60(10). 982–989. 43 indexed citations
18.
Pladys, Patrick, et al.. (2003). Beat-to-beat Analysis of the Relation between RT and RR Intervals in Newborns. Journal of Perinatology. 23(3). 212–217. 2 indexed citations
19.
Durand, Louis‐Gilles, et al.. (2002). Application of the matching pursuit method for the time-scale transformation of the phonocardiogram. 3. 1033–1034. 2 indexed citations
20.
Wodey, Éric, et al.. (2001). Impedance cardiographic waveforms in children: Involvement in left ventricular ejection time determination during anesthesia. Pediatric Critical Care Medicine. 2(3). 250–259. 3 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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