Fabien Lauer

1.5k total citations
33 papers, 772 citations indexed

About

Fabien Lauer is a scholar working on Control and Systems Engineering, Civil and Structural Engineering and Artificial Intelligence. According to data from OpenAlex, Fabien Lauer has authored 33 papers receiving a total of 772 indexed citations (citations by other indexed papers that have themselves been cited), including 21 papers in Control and Systems Engineering, 7 papers in Civil and Structural Engineering and 6 papers in Artificial Intelligence. Recurrent topics in Fabien Lauer's work include Control Systems and Identification (20 papers), Fault Detection and Control Systems (16 papers) and Advanced Control Systems Optimization (7 papers). Fabien Lauer is often cited by papers focused on Control Systems and Identification (20 papers), Fault Detection and Control Systems (16 papers) and Advanced Control Systems Optimization (7 papers). Fabien Lauer collaborates with scholars based in France, United States and Belgium. Fabien Lauer's co-authors include Gérard Bloch, Ching Y. Suen, Renè Vidal, Yann Chamaillard, Guillaume Colin, Rahimeh Rouhi, Julien Oster, Tao Pham Dinh, Hoai Minh Le and Hoai An Le Thi and has published in prestigious journals such as IEEE Transactions on Automatic Control, Automatica and Pattern Recognition.

In The Last Decade

Fabien Lauer

30 papers receiving 736 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Fabien Lauer France	14	319	242	221	75	70	33	772
Minghu Wu China	15	374 1.2×	155 0.6×	245 1.1×	99 1.3×	33 0.5×	56	793
Sangjin Hong United States	16	122 0.4×	173 0.7×	346 1.6×	73 1.0×	31 0.4×	92	932
Yigang He China	17	357 1.1×	89 0.4×	156 0.7×	34 0.5×	59 0.8×	121	904
Tsung-Ying Sun Taiwan	15	171 0.5×	302 1.2×	372 1.7×	44 0.6×	41 0.6×	75	936
Tamer Inanc United States	15	183 0.6×	235 1.0×	106 0.5×	29 0.4×	22 0.3×	44	612
Jesús Lázaro Spain	17	336 1.1×	169 0.7×	122 0.6×	54 0.7×	42 0.6×	97	971
Shuang Feng China	13	370 1.2×	403 1.7×	903 4.1×	31 0.4×	44 0.6×	31	1.3k
Meng Joo Er Singapore	8	364 1.1×	343 1.4×	537 2.4×	22 0.3×	56 0.8×	17	1.1k
Chan-Cheng Liu Taiwan	12	117 0.4×	154 0.6×	350 1.6×	37 0.5×	29 0.4×	33	648
Nancy Arana‐Daniel Mexico	14	358 1.1×	232 1.0×	167 0.8×	22 0.3×	19 0.3×	91	682

Countries citing papers authored by Fabien Lauer

Since Specialization

Citations

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

Fields of papers citing papers by Fabien Lauer

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Fabien Lauer

This figure shows the co-authorship network connecting the top 25 collaborators of Fabien Lauer. A scholar is included among the top collaborators of Fabien Lauer 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 Fabien Lauer. Fabien Lauer 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

Lauer, Fabien. (2024). Margin-Based Scenario Approach to Robust Optimization in High Dimension. IEEE Transactions on Automatic Control. 69(10). 7182–7189.

Rouhi, Rahimeh, et al.. (2021). An Interpretable Hand-Crafted Feature-Based Model for Atrial Fibrillation Detection. Frontiers in Physiology. 12. 27 indexed citations

Lauer, Fabien, et al.. (2021). How Statistical Learning Can Help to Estimate the Number of Modes in Switched System Identification?. IFAC-PapersOnLine. 54(7). 637–642. 1 indexed citations

Lauer, Fabien, et al.. (2021). Regularized Switched System Identification: a Statistical Learning Perspective. IFAC-PapersOnLine. 54(5). 55–60. 4 indexed citations

Lauer, Fabien, et al.. (2020). Structural Risk Minimization for Switched System Identification. 1002–1007. 5 indexed citations

Illés, Tamás, et al.. (2020). Axial plane characteristics of thoracic scoliosis and their usefulness for determining the fusion levels and the correction technique. European Spine Journal. 29(8). 2000–2009.

Illés, Tamás, et al.. (2018). Axial plane dissimilarities of two identical Lenke-type 6C scoliosis cases visualized and analyzed by vertebral vectors. European Spine Journal. 27(9). 2120–2129. 2 indexed citations

Lauer, Fabien & Gérard Bloch. (2018). Hybrid System Identification. Lecture notes in control and information sciences. 24 indexed citations

Lauer, Fabien. (2017). Global optimization for low-dimensional switching linear regression and\n bounded-error estimation. arXiv (Cornell University). 5 indexed citations

10.

Lauer, Fabien. (2017). Error Bounds for Piecewise Smooth and Switching Regression. HAL (Le Centre pour la Communication Scientifique Directe). 3 indexed citations

11.

Illés, Tamás, et al.. (2017). The horizontal plane appearances of scoliosis: what information can be obtained from top-view images?. International Orthopaedics. 41(11). 2303–2311. 10 indexed citations

12.

Lauer, Fabien. (2017). MLweb: A toolkit for machine learning on the web. Neurocomputing. 282. 74–77. 6 indexed citations

13.

Lauer, Fabien. (2012). Estimating the probability of success of a simple algorithm for switched linear regression. Nonlinear Analysis Hybrid Systems. 8. 31–47. 25 indexed citations

14.

Bloch, Gérard, et al.. (2011). Reduced-Size Kernel Models for Nonlinear Hybrid System Identification. IEEE Transactions on Neural Networks. 22(12). 2398–2405. 22 indexed citations

15.

Lauer, Fabien, Gérard Bloch, & Renè Vidal. (2011). A continuous optimization framework for hybrid system identification. Automatica. 47(3). 608–613. 66 indexed citations

16.

Lauer, Fabien, Renè Vidal, & Gérard Bloch. (2009). A product-of-errors framework for linear hybrid system identification. IFAC Proceedings Volumes. 42(10). 563–568. 6 indexed citations

17.

Lauer, Fabien & Gérard Bloch. (2008). A new hybrid system identification algorithm with automatic tuning. IFAC Proceedings Volumes. 41(2). 10207–10212. 5 indexed citations

18.

Bloch, Gérard, Fabien Lauer, Guillaume Colin, & Yann Chamaillard. (2008). Support vector regression from simulation data and few experimental samples. Information Sciences. 178(20). 3813–3827. 43 indexed citations

19.

Lauer, Fabien & Gérard Bloch. (2007). Incorporating prior knowledge in support vector regression. Machine Learning. 70(1). 89–118. 65 indexed citations

20.

Lauer, Fabien & Gérard Bloch. (2006). Ho–Kashyap classifier with early stopping for regularization. Pattern Recognition Letters. 27(9). 1037–1044. 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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