Marie-Jeanne Lesot
Marie-Jeanne Lesot
LIP6, Sorbonne Université
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Zitiert von
Zitiert von
The dangers of post-hoc interpretability: Unjustified counterfactual explanations
T Laugel, MJ Lesot, C Marsala, X Renard, M Detyniecki
arXiv preprint arXiv:1907.09294, 2019
Similarity measures for binary and numerical data: a survey
MJ Lesot, M Rifqi, H Benhadda
International Journal of Knowledge Engineering and Soft Data Paradigms 1 (1 …, 2009
Data analysis with fuzzy clustering methods
C Döring, MJ Lesot, R Kruse
Computational Statistics & Data Analysis 51 (1), 192-214, 2006
Fundamentals of fuzzy clustering
R Kruse, C Döring, MJ Lesot
Advances in fuzzy clustering and its applications, 3-30, 2007
Comparison-based inverse classification for interpretability in machine learning
T Laugel, MJ Lesot, C Marsala, X Renard, M Detyniecki
Information Processing and Management of Uncertainty in Knowledge-Based …, 2018
Defining locality for surrogates in post-hoc interpretablity
T Laugel, X Renard, MJ Lesot, C Marsala, M Detyniecki
arXiv preprint arXiv:1806.07498, 2018
Inverse classification for comparison-based interpretability in machine learning
T Laugel, MJ Lesot, C Marsala, X Renard, M Detyniecki
arXiv preprint arXiv:1712.08443, 2017
Dynamic flies: a new pattern recognition tool applied to stereo sequence processing
J Louchet, M Guyon, MJ Lesot, A Boumaza
Pattern recognition letters 23 (1-3), 335-345, 2002
Graank: Exploiting rank correlations for extracting gradual itemsets
A Laurent, MJ Lesot, M Rifqi
Flexible Query Answering Systems: 8th International Conference, FQAS 2009 …, 2009
Fuzzy prototypes: From a cognitive view to a machine learning principle
MJ Lesot, M Rifqi, B Bouchon-Meunier
Fuzzy sets and their extensions: Representation, aggregation and models, 431-452, 2008
Fuzzy prototypes based on typicality degrees
MJ Lesot, L Mouillet, B Bouchon-Meunier
Computational Intelligence, Theory and Applications: International …, 2005
ROHSA: Regularized Optimization for Hyper-Spectral Analysis-Application to phase separation of 21 cm data
A Marchal, MA Miville-Deschênes, F Orieux, N Gac, C Soussen, MJ Lesot, ...
Astronomy & Astrophysics 626, A101, 2019
Issues with post-hoc counterfactual explanations: a discussion
T Laugel, MJ Lesot, C Marsala, M Detyniecki
arXiv preprint arXiv:1906.04774, 2019
Contextualization and exploration of local feature importance explanations to improve understanding and satisfaction of non-expert users
C Bove, J Aigrain, MJ Lesot, C Tijus, M Detyniecki
27th international conference on intelligent user interfaces, 807-819, 2022
Interpretability of fuzzy linguistic summaries
MJ Lesot, G Moyse, B Bouchon-Meunier
Fuzzy Sets and Systems 292, 307-317, 2016
Linguistic summaries of categorical time series for septic shock patient data
RJ Almeida, MJ Lesot, B Bouchon-Meunier, U Kaymak, G Moyse
2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2013
Similarity, typicality and fuzzy prototypes for numerical data
MJ Lesot
6th European Congress on Systems Science, Workshop Similarity and …, 2005
Linguistic summaries of locally periodic time series
G Moyse, MJ Lesot
Fuzzy Sets and Systems 285, 94-117, 2016
Linguistic summaries for periodicity detection based on mathematical morphology
G Moyse, MJ Lesot, B Bouchon-Meunier
2013 IEEE Symposium on Foundations of Computational Intelligence (FOCI), 106-113, 2013
Unjustified classification regions and counterfactual explanations in machine learning
T Laugel, MJ Lesot, C Marsala, X Renard, M Detyniecki
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2020
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