Nathalie Villa

491 total citations
8 papers, 213 citations indexed

About

Nathalie Villa is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Control and Systems Engineering. According to data from OpenAlex, Nathalie Villa has authored 8 papers receiving a total of 213 indexed citations (citations by other indexed papers that have themselves been cited), including 6 papers in Artificial Intelligence, 5 papers in Computer Vision and Pattern Recognition and 3 papers in Control and Systems Engineering. Recurrent topics in Nathalie Villa's work include Neural Networks and Applications (4 papers), Face and Expression Recognition (4 papers) and Control Systems and Identification (3 papers). Nathalie Villa is often cited by papers focused on Neural Networks and Applications (4 papers), Face and Expression Recognition (4 papers) and Control Systems and Identification (3 papers). Nathalie Villa collaborates with scholars based in France. Nathalie Villa's co-authors include Fabrice Rossi, Louis Ferré, Romain Boulet, Martin Paegelow, Hassani Messaoud, Okba Taouali, Pascal Sarda and Frédéric Ferraty and has published in prestigious journals such as SHILAP Revista de lepidopterología, Neurocomputing and Scandinavian Journal of Statistics.

In The Last Decade

Nathalie Villa

7 papers receiving 200 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Nathalie Villa France 5 76 50 49 39 37 8 213
Brieuc Conan‐Guez France 7 163 2.1× 31 0.6× 74 1.5× 32 0.8× 25 0.7× 13 272
T. Krishnan India 8 109 1.4× 64 1.3× 47 1.0× 26 0.7× 14 0.4× 28 301
Qing Mai United States 12 138 1.8× 176 3.5× 63 1.3× 62 1.6× 15 0.4× 30 362
Ahlame Douzal-Chouakria France 8 111 1.5× 25 0.5× 29 0.6× 8 0.2× 19 0.5× 13 254
Laurent Zwald France 4 52 0.7× 80 1.6× 47 1.0× 8 0.2× 23 0.6× 5 192
Liming Liu China 10 94 1.2× 11 0.2× 106 2.2× 159 4.1× 19 0.5× 21 333
Hyunsoo Kim South Korea 6 139 1.8× 9 0.2× 78 1.6× 99 2.5× 21 0.6× 17 331
Jakramate Bootkrajang Thailand 10 167 2.2× 20 0.4× 49 1.0× 20 0.5× 11 0.3× 24 234

Countries citing papers authored by Nathalie Villa

Since Specialization
Citations

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

Fields of papers citing papers by Nathalie Villa

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Nathalie Villa

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

All Works

8 of 8 papers shown
1.
Paegelow, Martin, et al.. (2011). Modélisations prospectives de l’occupation du sol. Le cas d’une montagne méditerranéenne. SHILAP Revista de lepidopterología. 9 indexed citations
2.
Taouali, Okba, et al.. (2009). Identification of Non Linear Multivariable Processes Modelled on Reproducing Kernel Hilbert Space: Application to Tennessee Process. IFAC Proceedings Volumes. 42(19). 197–202. 8 indexed citations
3.
Boulet, Romain, et al.. (2008). Batch kernel SOM and related Laplacian methods for social network analysis. Neurocomputing. 71(7-9). 1257–1273. 41 indexed citations
4.
Villa, Nathalie & Fabrice Rossi. (2006). Un résultat de consistance pour des SVM fonctionnels par interpolation spline. Comptes Rendus Mathématique. 343(8). 555–560.
5.
Ferré, Louis & Nathalie Villa. (2006). Multilayer Perceptron with Functional Inputs: an Inverse Regression Approach. Scandinavian Journal of Statistics. 33(4). 807–823. 18 indexed citations
6.
Rossi, Fabrice & Nathalie Villa. (2006). Support vector machine for functional data classification. Neurocomputing. 69(7-9). 730–742. 133 indexed citations
7.
Villa, Nathalie & Fabrice Rossi. (2005). Support Vector Machine For Functional Data Classification.. HAL (Le Centre pour la Communication Scientifique Directe). 467–472. 2 indexed citations
8.
Ferré, Louis & Nathalie Villa. (2005). Multi-Layer Neural Network with functional inputs: an inverse regression approach. 2 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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