Isabelle Guyon

12 papers and 915 indexed citations
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About

Isabelle Guyon is a scholar working on Artificial Intelligence, Molecular Biology and Cognitive Neuroscience. According to data from OpenAlex, Isabelle Guyon has authored 12 papers receiving a total of 915 indexed citations (citations by other indexed papers that have themselves been cited), including 7 papers in Artificial Intelligence, 2 papers in Molecular Biology and 2 papers in Cognitive Neuroscience. Recurrent topics in Isabelle Guyon’s work include Neural Networks and Applications (5 papers), Gene expression and cancer classification (2 papers) and Bioinformatics and Genomic Networks (2 papers). Isabelle Guyon is often cited by papers focused on Neural Networks and Applications (5 papers), Gene expression and cancer classification (2 papers) and Bioinformatics and Genomic Networks (2 papers). Isabelle Guyon collaborates with scholars based in United States, France and Germany. Isabelle Guyon's co-authors include Asa Ben‐Hur, André Elisseeff, Gérard Dreyfus, L. Personnaz, Ulrike von Luxburg, Robert C. Williamson, Alexander Statnikov, Constantin Aliferis, Douglas P. Hardin and Jean‐Pierre Nadal and has published in prestigious journals such as Europhysics Letters (EPL), Physical review. A, General physics and Rare & Special e-Zone (The Hong Kong University of Science and Technology).

In The Last Decade

Co-authorship network of co-authors of Isabelle Guyon

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

Fields of papers citing papers by Isabelle Guyon

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Countries citing papers authored by Isabelle Guyon

Since Specialization
Citations

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

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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2026