Vincent Guigue

923 total citations
20 papers, 468 citations indexed

About

Vincent Guigue is a scholar working on Artificial Intelligence, Signal Processing and Information Systems. According to data from OpenAlex, Vincent Guigue has authored 20 papers receiving a total of 468 indexed citations (citations by other indexed papers that have themselves been cited), including 9 papers in Artificial Intelligence, 7 papers in Signal Processing and 3 papers in Information Systems. Recurrent topics in Vincent Guigue's work include Topic Modeling (7 papers), Time Series Analysis and Forecasting (3 papers) and Blind Source Separation Techniques (3 papers). Vincent Guigue is often cited by papers focused on Topic Modeling (7 papers), Time Series Analysis and Forecasting (3 papers) and Blind Source Separation Techniques (3 papers). Vincent Guigue collaborates with scholars based in France. Vincent Guigue's co-authors include Alain Rakotomamonjy, Patrick Gallinari, Nicolas Baskiotis, Frédéric Suard, Stéphane Canu, Marc Pignal, Régine Vignes‐Lebbe, Víctor M. Alvarado, Camille Noûs and Philippe Marin and has published in prestigious journals such as IEEE Transactions on Biomedical Engineering, Neurocomputing and Revue d intelligence artificielle.

In The Last Decade

Vincent Guigue

14 papers receiving 454 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Vincent Guigue France	6	367	165	134	106	77	20	468
Mostafa-Sami M. Mostafa Egypt	5	326 0.9×	157 1.0×	70 0.5×	95 0.9×	45 0.6×	14	470
Minmin Miao China	13	327 0.9×	140 0.8×	95 0.7×	78 0.7×	60 0.8×	27	412
Kais Belwafi Saudi Arabia	12	348 0.9×	140 0.8×	76 0.6×	88 0.8×	50 0.6×	37	480
Markus Varsta Italy	8	330 0.9×	148 0.9×	135 1.0×	70 0.7×	157 2.0×	16	492
Nikolay Chumerin Belgium	13	492 1.3×	262 1.6×	74 0.6×	100 0.9×	80 1.0×	32	622
Jinfu Yang China	12	274 0.7×	124 0.8×	111 0.8×	73 0.7×	84 1.1×	34	420
Shefa A. Dawwd Iraq	7	330 0.9×	128 0.8×	65 0.5×	129 1.2×	39 0.5×	25	426
H. Ritter Germany	5	377 1.0×	173 1.0×	104 0.8×	85 0.8×	61 0.8×	5	459
Shiu Kumar Fiji	14	462 1.3×	211 1.3×	164 1.2×	233 2.2×	63 0.8×	27	691
Md. Khademul Islam Molla Bangladesh	15	287 0.8×	104 0.6×	153 1.1×	56 0.5×	56 0.7×	39	471

Countries citing papers authored by Vincent Guigue

Since Specialization

Citations

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

Fields of papers citing papers by Vincent Guigue

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Vincent Guigue

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

Soulier, Laure, et al.. (2025). Clarifying Ambiguities: on the Role of Ambiguity Types in Prompting Methods for Clarification Generation. 20–30.

Guigue, Vincent, et al.. (2023). Improving generalization in large langue model by learning prefix subspaces. 11474–11483. 1 indexed citations

Guigue, Vincent, et al.. (2023). Dynamic Named Entity Recognition. arXiv (Cornell University). 890–897.

Pignal, Marc, et al.. (2023). Leveraging Multimodality for Biodiversity Data: Exploring joint representations of species descriptions and specimen images using CLIP. Biodiversity Information Science and Standards. 7. 5 indexed citations

Baskiotis, Nicolas, et al.. (2023). Interpretable time series neural representation for classification purposes. SPIRE - Sciences Po Institutional REpository. 1–10.

Afchar, Darius, Romain Hennequin, & Vincent Guigue. (2023). Of Spiky SVDs and Music Recommendation. SPIRE - Sciences Po Institutional REpository. 926–932. 1 indexed citations

Pignal, Marc, et al.. (2022). NEARSIDE: Structured kNowledge Extraction frAmework from SpecIes DEscriptions. Biodiversity Information Science and Standards. 6. 2 indexed citations

Guigue, Vincent, et al.. (2021). Separating Retention from Extraction in the Evaluation of End-to-end Relation Extraction. Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. 10438–10449. 2 indexed citations

Guigue, Vincent, et al.. (2021). Coping with the Document Frequency Bias in Sentiment Classification. Proceedings of the International AAAI Conference on Web and Social Media. 6(1). 314–321.

10.

Noûs, Camille, et al.. (2020). Time series prediction & generation from disentangled latent factors: new opportunities for smart cities. abs 1406 1078. 1–6.

11.

Baskiotis, Nicolas, et al.. (2018). Anomaly detection in smart card logs and distant evaluation with Twitter: a robust framework. Neurocomputing. 298. 109–121. 15 indexed citations

12.

Baskiotis, Nicolas, et al.. (2016). Smart card in public transportation: Designing a analysis system at the human scale. 36. 1336–1341. 6 indexed citations

13.

Guigue, Vincent, et al.. (2015). Latent Trajectory Modeling. 281–284. 12 indexed citations

14.

Guigue, Vincent, et al.. (2014). Extended Recommendation Framework: Generating the Text of a User Review as a Personalized Summary. arXiv (Cornell University). 6 indexed citations

15.

Rakotomamonjy, Alain & Vincent Guigue. (2008). BCI Competition III: Dataset II- Ensemble of SVMs for BCI P300 Speller. IEEE Transactions on Biomedical Engineering. 55(3). 1147–1154. 388 indexed citations

16.

Guigue, Vincent, Alain Rakotomamonjy, & Stéphane Canu. (2006). Kernel Basis Pursuit. Revue d intelligence artificielle. 20(6). 757–774. 5 indexed citations

17.

Guigue, Vincent, Alain Rakotomamonjy, & Stéphane Canu. (2006). Translation-invariant classification of non-stationary signals. Neurocomputing. 69(7-9). 743–753. 3 indexed citations

18.

Suard, Frédéric, et al.. (2005). Pedestrian detection using stereo-vision and graph kernels. 50. 267–272. 20 indexed citations

19.

Rakotomamonjy, Alain, et al.. (2005). Classification d'EEG pour les interfaces cerveau-machine. 1 indexed citations

20.

Marin, Philippe, et al.. (2002). Partition along characteristic edges of a digitized point cloud. e. 326–334. 1 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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