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Christophe Marsala
Observed names:
C Marsala,
C. Marsala,
MARSALA Christophe,
Marsala Christophe,
Marsala, C.,
Marsala, Christophe
show all 6
Institutions:
Centre National de la Recherche Scientifique,
Sorbonne Université,
LIP6
Observed institutions:
Centre National de la Recherche Scientifique,
Sorbonne Université,
LIP6,
Université Pierre-et-Marie-Curie,
Paris-Sorbonne University
ORCID:
0000-0002-4022-9796
Observed ORCID:
0000-0002-4022-9796
OpenAlex ID:
A5076504951
Works
231
Awards
2
The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations
2019
·
Thibault Laugel
, Marie-Jeanne Lesot
, et al.
·
International Joint Conference on Artificial Intelligence
·
238
PDF
Comparison-Based Inverse Classification for Interpretability in Machine Learning
2018
·
Thibault Laugel
, Marie-Jeanne Lesot
, et al.
·
Communications in computer and information science
·
154
PDF
Defining Locality for Surrogates in Post-hoc Interpretablity
2018
·
Laugel, Thibault
, Renard, Xavier
, et al.
·
arXiv (Cornell University)
·
107
PDF
Inverse Classification for Comparison-based Interpretability in Machine Learning
2017
·
Laugel, Thibault
, Lesot, Marie-Jeanne
, et al.
·
arXiv (Cornell University)
·
105
PDF
Interpolative reasoning based on graduality
2002
·
B. Bouchon-Meunier
, C. Marsala
, et al.
·
IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
·
84
Independence and Possibilistic Conditioning
2002
·
Bernadette Bouchon-Meunier
, Giulianella Coletti
, et al.
·
Annals of Mathematics and Artificial Intelligence
·
72
Issues with post-hoc counterfactual explanations: a discussion
2019
·
Laugel, Thibault
, Lesot, Marie-Jeanne
, et al.
·
arXiv (Cornell University)
·
54
PDF
Physiological-Based Emotion Detection and Recognition in a Video Game Context
2018
·
Wenlu Yang
, Maria Rifqi
, et al.
·
International Joint Conference on Neural Networks (IJCNN)
·
46
PDF
Patients’ perception of asthma severity
2007
·
Alain Lurie
, Christophe Marsala
, et al.
·
Respiratory Medicine
·
46
PDF
An adaptable system to construct fuzzy decision trees
2003
·
C. Marsala
, B. Bouchon-Meunier
·
Annual Meeting of the North American Fuzzy Information Processing Society (NAFIPS)
·
45
Compositional rule of inference as an analogical scheme
2002
·
Bernadette Bouchon-Meunier
, Radko Mesiar
, et al.
·
Fuzzy Sets and Systems
·
43
Fuzzy partitioning using mathematical morphology in a learning scheme
2002
·
C. Marsala
, B. Bouchon-Meunier
·
IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
·
37
Several forms of fuzzy analogical reasoning
2002
·
B. Bouchon-Meunier
, J. Delechamp
, et al.
·
IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
·
35
Learning from Imperfect Data
2012
·
Bouchon-Meunier, Bernadette
, Marsala, Christophe
, et al.
·
Springer eBooks
·
33
Learning Fuzzy Decision Rules
1999
·
Bernadette Bouchon-Meunier
, Christophe Marsala
·
The Handbooks of fuzzy sets series
·
31
Rank discrimination measures for enforcing monotonicity in decision tree induction
2014
·
Christophe Marsala
, Davide Petturiti
·
Information Sciences
·
30
Weather-based solar energy prediction
2012
·
Marcin Detyniecki
, Christophe Marsala
, et al.
·
IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
·
29
Uncertainty and Intelligent information Systems
2008
·
Bernadette Bouchon-Meunier
, Christophe Marsala
, et al.
·
WORLD SCIENTIFIC eBooks
·
29
Logique floue : principes, aide à la décision
2003
·
Bouchon-Meunier, Bernadette
, Marsala, Christophe
·
HAL
·
29
Unjustified Classification Regions and Counterfactual Explanations in Machine Learning
2020
·
Thibault Laugel
, Marie-Jeanne Lesot
, et al.
·
Lecture notes in computer science
·
27
Apprentissage inductif en presence de donnees imprecises : construction et utilisation d'arbres de decision flous
1998
·
Christophe Marsala
·
27
Achieving Diversity in Counterfactual Explanations: a Review and Discussion
2023
·
Thibault Laugel
, Adulam Jeyasothy
, et al.
·
ACM Conference on Fairness, Accountability, and Transparency (FAccT)
·
26
PDF
Conditional Possibility and Necessity
2002
·
Bernadette Bouchon-Meunier
, Giulianella Coletti
, et al.
·
Studies in fuzziness and soft computing
·
26
Data mining with ensembles of fuzzy decision trees
2009
·
Christophe Marsala
·
IEEE Symposium on Computational Intelligence and Data Mining (CIDM)
·
23
Choice of a method for the construction of fuzzy decision trees
2004
·
C. Marsala
, B. Bouchon-Meunier
·
IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
·
23
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Works count:
231
Citation count:
2,196
H-index:
23
I10-index:
56
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