Romain Giot

1.3k total citations
24 papers, 326 citations indexed

About

Romain Giot is a scholar working on Computer Vision and Pattern Recognition, Information Systems and Signal Processing. According to data from OpenAlex, Romain Giot has authored 24 papers receiving a total of 326 indexed citations (citations by other indexed papers that have themselves been cited), including 14 papers in Computer Vision and Pattern Recognition, 11 papers in Information Systems and 11 papers in Signal Processing. Recurrent topics in Romain Giot's work include User Authentication and Security Systems (10 papers), Biometric Identification and Security (8 papers) and Data Visualization and Analytics (8 papers). Romain Giot is often cited by papers focused on User Authentication and Security Systems (10 papers), Biometric Identification and Security (8 papers) and Data Visualization and Analytics (8 papers). Romain Giot collaborates with scholars based in France, Brazil and Tunisia. Romain Giot's co-authors include Christophe Rosenberger, Mohamad El-Abed, Romain Bourqui, David Auber, André C. P. L. F. de Carvalho, Bernadette Dorizzi, Giuseppe Santucci, Najoua Essoukri Ben Amara, Estelle Cherrier and Roberto Capobianco and has published in prestigious journals such as Expert Systems with Applications, ACM Computing Surveys and Future Generation Computer Systems.

In The Last Decade

Romain Giot

23 papers receiving 316 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Romain Giot France	12	166	160	123	79	48	24	326
Márjory Da Costa‐Abreu Brazil	12	136 0.8×	153 1.0×	127 1.0×	153 1.9×	32 0.7×	47	366
Margit Antal Romania	10	231 1.4×	200 1.3×	67 0.5×	69 0.9×	80 1.7×	20	325
Jaroslav Šeděnka United States	5	293 1.8×	244 1.5×	106 0.9×	82 1.0×	53 1.1×	5	376
Md Liakat Ali United States	11	177 1.1×	151 0.9×	43 0.3×	79 1.0×	22 0.5×	36	336
Kuldeep Singh Yadav India	10	73 0.4×	44 0.3×	141 1.1×	68 0.9×	85 1.8×	39	277
Neil Yager Australia	9	223 1.3×	496 3.1×	342 2.8×	50 0.6×	14 0.3×	11	596
Marcos Martinez‐Diaz Spain	15	343 2.1×	389 2.4×	401 3.3×	93 1.2×	92 1.9×	24	610
Enrique Argones Rúa Spain	9	92 0.6×	141 0.9×	178 1.4×	51 0.6×	19 0.4×	16	262
Mohammed Abuhamad United States	9	191 1.2×	199 1.2×	63 0.5×	227 2.9×	11 0.2×	28	408
Cam-Tu Nguyen China	11	95 0.6×	97 0.6×	126 1.0×	247 3.1×	35 0.7×	32	429

Countries citing papers authored by Romain Giot

Since Specialization

Citations

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

Fields of papers citing papers by Romain Giot

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Romain Giot

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

Bourqui, Romain, David Auber, Giuseppe Santucci, et al.. (2023). State of the Art of Visual Analytics for eXplainable Deep Learning. Computer Graphics Forum. 42(1). 319–355. 36 indexed citations

Benois‐Pineau, Jenny, et al.. (2023). Evaluation of Explanation Methods of AI - CNNs in Image Classification Tasks with Reference-based and No-reference Metrics. SPIRE - Sciences Po Institutional REpository. 3(1). 620–646. 3 indexed citations

Bourqui, Romain, et al.. (2023). H²O: Heatmap by Hierarchical Occlusion. 111–118. 1 indexed citations

Bourqui, Romain, et al.. (2023). NetPrune: A sparklines visualization for network pruning. Visual Informatics. 7(2). 85–99. 1 indexed citations

Giot, Romain, et al.. (2022). VRGrid: Efficient Transformation of 2D Data into Pixel Grid Layout. HAL (Le Centre pour la Communication Scientifique Directe). 1. 11–20. 3 indexed citations

Bourqui, Romain, et al.. (2022). Color and Shape efficiency for outlier detection from automated to user evaluation. Visual Informatics. 6(2). 25–40. 5 indexed citations

Auber, David, et al.. (2022). Toward Efficient Deep Learning for Graph Drawing (DL4GD). IEEE Transactions on Visualization and Computer Graphics. 30(2). 1516–1532. 4 indexed citations

Theóphilo, Antônio, Romain Giot, & Anderson Rocha. (2021). Authorship Attribution of Social Media Messages. IEEE Transactions on Computational Social Systems. 10(1). 10–23. 13 indexed citations

Bourqui, Romain, et al.. (2020). Toward automatic comparison of visualization techniques: Application to graph visualization. Visual Informatics. 4(2). 86–98. 14 indexed citations

10.

Giot, Romain, et al.. (2020). Deep Dive into Deep Neural Networks with Flows. 231–239. 5 indexed citations

11.

Giot, Romain, Estelle Cherrier, Norman Poh, et al.. (2019). Adaptive Biometric Systems. ACM Computing Surveys. 52(5). 1–38. 32 indexed citations

12.

Giot, Romain, et al.. (2016). Broken bikes detection using CitiBike bikeshare system open data. 1–7. 3 indexed citations

13.

Giot, Romain, et al.. (2016). Enhanced template update: Application to keystroke dynamics. Computers & Security. 60. 134–153. 16 indexed citations

14.

Giot, Romain, Bernadette Dorizzi, & Christophe Rosenberger. (2015). A review on the public benchmark databases for static keystroke dynamics. Computers & Security. 55. 46–61. 18 indexed citations

15.

Giot, Romain & Romain Bourqui. (2015). Fast Graph Drawing Algorithm Revealing Networks Cores. 272. 259–264. 1 indexed citations

16.

Giot, Romain, Bernadette Dorizzi, & Christophe Rosenberger. (2012). Analysis of Template Update Strategies for Keystroke Dynamics. HAL (Le Centre pour la Communication Scientifique Directe).

17.

Giot, Romain, et al.. (2012). Towards the Security Evaluation of Biometric Authentication Systems. International Journal of Engineering and Technology. 4(3). 315–320. 3 indexed citations

18.

Giot, Romain, Mohamad El-Abed, & Christophe Rosenberger. (2012). Fast computation of the performance evaluation of biometric systems: Application to multibiometrics. Future Generation Computer Systems. 29(3). 788–799. 25 indexed citations

19.

Giot, Romain & Christophe Rosenberger. (2011). Genetic programming for multibiometrics. Expert Systems with Applications. 39(2). 1837–1847. 22 indexed citations

20.

Giot, Romain, et al.. (2011). Unconstrained keystroke dynamics authentication with shared secret. Computers & Security. 30(6-7). 427–445. 57 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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