Isabelle Guyon
Impact in
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- Face and Expression Recognition
- Advanced Image and Video Retrieval Techniques
- Video Surveillance and Tracking Methods
- Artificial Intelligence top 1%
- Neural Networks and Applications
- Advanced Clustering Algorithms Research
- Topic Modeling
- Natural Language Processing Techniques
- Domain Adaptation and Few-Shot Learning
Papers in
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- Neural Networks and Applications 8
- Fuzzy Logic and Control Systems 2
- Neural Networks and Reservoir Computing 2
- Cognitive Science and Mapping 1
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- Neural dynamics and brain function 3
- Co-authors
- Asa Ben‐Hur (2 shared papers)Léon Bottou (1 shared paper)Yann LeCun (1 shared paper)Jane Bromley (1 shared paper)Eduard Säckinger (1 shared paper)André Elisseeff (2 shared papers)L. Personnaz (6 shared papers)Gérard Dreyfus (6 shared papers)
- Journals
- Physical Review A (2 papers)Energy and AI (1 paper)Europhysics Letters (EPL) (1 paper)Rare & Special e-Zone (The Hong Kong University of Science and Technology) (1 paper)Max Planck Digital Library (1 paper)
- Partner nations
- FranceUnited StatesGermany
In The Last Decade
Isabelle Guyon
20 papers receiving 2.7k citations
Isabelle Guyon's Hit Papers
Peers
Comparison fields: 5 of 172
- Computer Vision and Pattern Recognition 1.1k
- Artificial Intelligence 1.5k
- Signal Processing 383
- Media Technology 155
- Statistical and Nonlinear Physics 147
Countries citing papers authored by Isabelle Guyon
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).
Fields of papers citing papers by Isabelle Guyon
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.
Co-authors
The 25 scholars most cited alongside Isabelle Guyon, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | SIGNATURE VERIFICATION USING A “SIAMESE” TIME DELAY NEURAL NETWORK Hit paper breakdown → | 1994 | 1467 |
| 2 | 2001 | 409 | |
| 3 | 1986 | 257 | |
| 4 | 2003 | 200 | |
| 5 | Clustering: Science or Art? | 2011 | 88 |
| 6 | 2011 | 82 | |
| 7 | 2016 | 80 | |
| 8 | 1988 | 57 | |
| 9 | Clustering: Science or Art? | 2009 | 49 |
| 10 | 1987 | 42 | |
| 11 | Causality: Objectives and assessment | 2008 | 41 |
| 12 | 2011 | 13 | |
| 13 | 2020 | 8 | |
| 14 | 2011 | 7 | |
| 15 | Neural Network Implementation of Admission Control | 1990 | 6 |
| 16 | 1986 | 5 | |
| 17 | Proceedings of the 2011 International Conference on KDD Cup 2011 - Volume 18 | 2009 | 5 |
| 18 | 1987 | 2 | |
| 19 | 1989 | 2 | |
| 20 | 2025 | 2 |
About Isabelle Guyon
Isabelle Guyon is a scholar working on Artificial Intelligence, Cognitive Neuroscience, Computer Vision and Pattern Recognition, Computer Science Applications and Signal Processing, having authored 20 papers that have together received 2.8k indexed citations. Recurring topics across this work include Neural Networks and Applications (8 papers), Neural dynamics and brain function (3 papers), Face and Expression Recognition (2 papers), Gene expression and cancer classification (2 papers), Bioinformatics and Genomic Networks (2 papers), Fuzzy Logic and Control Systems (2 papers), Neural Networks and Reservoir Computing (2 papers) and Cognitive Science and Mapping (1 paper). The work is most often cited by research in Computer Vision and Pattern Recognition (1.1k citations), Artificial Intelligence (1.5k citations), Signal Processing (383 citations), Media Technology (155 citations) and Statistical and Nonlinear Physics (147 citations). Isabelle Guyon has collaborated with scholars based in France, United States and Germany. Frequent co-authors include Asa Ben‐Hur, Léon Bottou, Yann LeCun, Jane Bromley, Eduard Säckinger, André Elisseeff, L. Personnaz, Gérard Dreyfus, Ulrike von Luxburg and Robert C. Williamson. Their work appears in journals such as Physical Review A, Energy and AI, Europhysics Letters (EPL), Rare & Special e-Zone (The Hong Kong University of Science and Technology) and Max Planck Digital Library.
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.