The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Isabelle Guyon sits on this spectrum.
This scientist: 296 publications — 73rd percentile
73% of scientists in this discipline score the same or lower.
The last bar groups every scientist with 991 publications or more.
The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Isabelle Guyon sits on this spectrum.
This scientist: 76 D-Index — 91st percentile
91% of scientists in this discipline score the same or lower.
The last bar groups every scientist with 131 D-Index or more.
Isabelle Guyon is affiliated with the University of Paris-Saclay in France. Their research is primarily situated in the field of Computer Science, with a specialized focus on Artificial Intelligence. Their contributions extend to several subfields including Computer Vision and Pattern Recognition, Signal Processing, Electrical and Electronic Engineering, and Control and Systems Engineering.
The scientist's major topics of work cover Machine Learning and Data Classification, Adversarial Robustness in Machine Learning, Time Series Analysis and Forecasting, Advanced Neural Network Applications, Machine Learning in Healthcare, Anomaly Detection Techniques and Applications, and Human Pose and Action Recognition.
Among the recent papers authored or co-authored by this scientist are the following:
Frequent co-authors include:
They have published extensively in various venues, with the highest number of publications in arXiv (Cornell University). Other notable venues include Neurocomputing, Electric Power Systems Research, IEEE Transactions on Pattern Analysis and Machine Intelligence, and Pattern Recognition Letters.
In recognition of their work, this researcher was awarded the BBVA Foundation Frontiers of Knowledge Award in 2019.
Isabelle Guyon;André Elisseeff
Bernhard E. Boser;Isabelle M. Guyon;Vladimir N. Vapnik
Isabelle Guyon;Jason Weston;Stephen Barnhill;Vladimir Vapnik
Jane Bromley;James W. Bentz;James W. Bentz;Léon Bottou;Léon Bottou;Isabelle Guyon
Jane Bromley;Isabelle Guyon;Yann LeCun;Eduard Säckinger
I.M. Guyon;S.R. Gunn;M. Nikravesh;L. Zadeh
Isabelle Guyon;André Elisseeff
L. Bottou;C. Cortes;C. Cortes;J.S. Denker;J.S. Denker;H. Drucker;H. Drucker
Yann Lecun;L.D. Jackel;Leon Bottou;Leon Bottou;Corinna Cortes;Corinna Cortes
Yann Lecun;L.D. Jackel;Leon Bottou;Leon Bottou;A. Brunot
Asa Ben-Hur;Andre Elisseeff;Isabelle Guyon
Isabelle Guyon;Steve Gunn;Asa Ben-Hur;Gideon Dror
Y. Le Cun;L.D. Jackel;B. Boser;J.S. Denker
Isabelle Guyon;Steve Gunn;Masoud Nikravesh;Lotfi A. Zadeh
I. Guyon;L. Schomaker;R. Plamondon;M. Liberman
L. Personnaz;I. Guyon;G. Dreyfus
L. Personnaz;I. Guyon;G. Dreyfus
I. Guyon;B. Boser;V. Vapnik
Isabelle Guyon;Nada Matic;Vladimir Vapnik
Asa Ben-Hur;Isabelle Guyon
Stephen D. Barnhill;Isabelle Guyon;Jason Weston
If you think any of the details on this page are incorrect, let us know.
Exploring online education opens up a world of flexible and affordable options for advancing your computer science career. Many students consider an online mba to gain leadership and business skills alongside their technical expertise. This path can lead to managerial roles or tech entrepreneurship.
If you’re aiming for rapid advancement, a 1 year masters degree online allows you to upskill quickly without putting your career on hold. There are also fast degrees online for those who want to enter the workforce sooner and start earning in tech-focused jobs.
For students with a keen interest in AI, the best online masters in ai programs offer affordable and flexible learning opportunities. These degrees are in high demand as artificial intelligence continues to shape technology industries worldwide.
Choosing the right online pathway depends on your career goals, budget, and learning style. Explore these options to find the perfect fit for your future in computer science.
Chinese Academy of Sciences
University College Dublin
University of Helsinki
University of Barcelona
Rutgers, The State University of New Jersey
Washington State University
University of Cincinnati
University of Florida
University of Michigan–Ann Arbor
National University of Singapore
King Abdullah University of Science and Technology
University of New South Wales
Technical University of Munich
University of Limerick
Masaryk University
Langley Research Center
