Folgen
Marie-Jeanne Lesot
Marie-Jeanne Lesot
LIP6, Sorbonne Université
Bestätigte E-Mail-Adresse bei lip6.fr
Titel
Zitiert von
Zitiert von
Jahr
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
2102019
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
2042009
Data analysis with fuzzy clustering methods
C Döring, MJ Lesot, R Kruse
Computational Statistics & Data Analysis 51 (1), 192-214, 2006
1642006
Fundamentals of fuzzy clustering
R Kruse, C Döring, MJ Lesot
Advances in fuzzy clustering and its applications, 3-30, 2007
1262007
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
1112018
Defining locality for surrogates in post-hoc interpretablity
T Laugel, X Renard, MJ Lesot, C Marsala, M Detyniecki
arXiv preprint arXiv:1806.07498, 2018
1072018
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
1062017
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
742002
Graank: Exploiting rank correlations for extracting gradual itemsets
A Laurent, MJ Lesot, M Rifqi
Flexible Query Answering Systems: 8th International Conference, FQAS 2009 …, 2009
702009
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
552008
Fuzzy prototypes based on typicality degrees
MJ Lesot, L Mouillet, B Bouchon-Meunier
Computational Intelligence, Theory and Applications: International …, 2005
552005
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
532019
Issues with post-hoc counterfactual explanations: a discussion
T Laugel, MJ Lesot, C Marsala, M Detyniecki
arXiv preprint arXiv:1906.04774, 2019
492019
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
462022
Interpretability of fuzzy linguistic summaries
MJ Lesot, G Moyse, B Bouchon-Meunier
Fuzzy Sets and Systems 292, 307-317, 2016
462016
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
362013
Similarity, typicality and fuzzy prototypes for numerical data
MJ Lesot
6th European Congress on Systems Science, Workshop Similarity and …, 2005
332005
Linguistic summaries of locally periodic time series
G Moyse, MJ Lesot
Fuzzy Sets and Systems 285, 94-117, 2016
302016
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
302013
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
292020
Das System kann den Vorgang jetzt nicht ausführen. Versuchen Sie es später erneut.
Artikel 1–20