Concepedia
Statistics
Publications
11
Citations
1.6K
H-Index
Active since
1986
Affiliations
Clopinet(Current)
ESPCI Paris
Max Planck Institute for Biological Cybernetics
Université Paris-Saclay
Max Planck Society
Isabelle Guyon is an author at Clopinet specializing in computing, data science, and computer science.
Publications per year
1986–2020
A stability based method for discovering structure in clustered data
Asa Ben‐Hur, André Elisseeff, Isabelle Guyon · 2001 · 547 citations
Computing, Computer Science, Data Science +6
Collective computational properties of neural networks: New learning mechanisms
L. Personnaz, Isabelle Guyon, Gérard Dreyfus · Physical review. A, General physics · 1986 · 330 citations
Engineering, Computer Science, Physics +17
Detecting Stable Clusters Using Principal Component Analysis
Asa Ben‐Hur, Isabelle Guyon · Humana Press eBooks · 2003 · 253 citations
Life Sciences, Bioinformatics, Molecular Biology +12
Clustering: Science or Art?
Ulrike von Luxburg, Robert C. Williamson, Isabelle Guyon · 2011 · 122 citations
Computing, Data Science, Data Mining +8
ChaLearn Looking at People and Faces of the World: Face AnalysisWorkshop and Challenge 2016
Sérgio Escalera, Mohammad Ali Bagheri, Michel Valstar et al. · 2016 · 110 citations · Full text
Computing, Computer Science, Computer Vision +14
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