Marie-Jeanne Lesot
Main topics: XAI, interpretability and explainability, counterfactual
examples, similarity
measures, fuzzy clustering, approximate reasoning, linguistic
summaries, affective computing, information scoring
Link to
DBLP,
Google Scholar
Edited books
-
Logique pour
l'informatique. Mathieu Jaume, Matthieu Journault, Marie-Jeanne
Lesot, Pascal Manoury, Isabelle Mounier. Ellipses. 2020.
publisher site
-
Fuzzy Approaches for Soft
Computing and Approximate Reasoning: Theories and Applications:
Dedicated to Bernadette Bouchon-Meunier. Marie-Jeanne Lesot,
Christophe Marsala. Springer. 2021.
publisher site
-
Information Processing and
Management of Uncertainty in Knowledge-Based Systems, 18th
International Conference, IPMU 2020, Lisbon, Portugal, June 15-19,
2020, Proceedings, Parts I, II and III. Edited by M.-J. Lesot,
S. Vieira, M. Reformat, J.P. Calvalho, A. Wilbik, B. Bouchon-Meunier,
Ronald R. Yager (ISBN 978-3-030-50146-4, 978-3-030-50153-2 and
978-3-030-50143-3) Springer, Volumes 1237 - 1239 of Communications in
Computer and Information Science. 2020.
publisher site
- Information Processing and
Management of Uncertainty in Knowledge-Based Systems, 16th
International Conference, IPMU 2016, Eindhoven, The Netherlands, June
20-24, 2016, Proceedings, Parts I and II. Edited by J. Carvalho,
M.-J. Lesot, U. Kaymak, S. Vieira, B. Bouchon-Meunier, Ronald R. Yager
(ISBN: 978-3-319-40596-4 and 978-3-319-40581-0) Springer, Volume
610 and 611 of
Communications in Computer and Information Science. 2016.
publisher site
-
Scalable Fuzzy Algorithms for Data Management and Analysis: Methods
and Design . Edited by A. Laurent and M.-J. Lesot. IGI Global. 2009.
publisher site
Chapter in edited books
- B. Bouchon-Meunier, A. Laurent and M.-J. Lesot. XAI: a natural
application domain for fuzzy set theory. In A. Smith
editor, Women in Computational
Intelligence. Key Advances and Perspectives on Emerging Topics
. Springer, 2022.
- M.-J. Lesot and A. Revault d'Allonnes. Information quality and
uncertainty. In V. Kreinovich editor, Uncertainty Modeling, (pp. 135-146). Springer, 2017.
- C. Borgelt, C. Braune, M.-J. Lesot and R. Kruse. Handling noise
and outliers in fuzzy clustering. In D. Tamir, N. Rishe and
A. Kandel editors, Fifty Years of
Fuzzy Logic and its Applications, (pp. 315-335). Springer,
2015.
- M.-J. Lesot, F. Pichon and T. Delavallade. Quantitative
Information Evaluation: Modeling and Experimental Evaluation. In
P. Capet and T. Delavallade editors,
Information Evaluation,
(pp. 187-230). Wiley, 2014.
- M.-J. Lesot, F. Pichon et T. Delavallade. Cotation quantitative
de l'information : modélisation et évaluation
expérimentale. In P. Capet et T. Delavallade éditeurs,
L'évaluation de
l'information : Confiance et défiance , Hermès, 2013.
- M.-J. Lesot et R. Kruse. Gustafson-Kessel-like clustering
algorithm based on typicality degrees. In B. Bouchon-Meunier,
C. Marsala, M. Rifqi and R.R. Yager editors,
Uncertainty and Intelligent
Information Systems . (pp 117-131). World Scientific. 2008.
- B. Bouchon-Meunier, M. Rifqi et M.-J. Lesot. Similarities in
fuzzy data mining: from a cognitive view to real-world
applications. In J. Zurada, G. Yen and J. Wang
editors, Computational
Intelligence: Research Frontiers, (pp. 349-367). Springer,
LNCS. 2008.
- M.-J. Lesot, M. Rifqi et B. Bouchon-Meunier. Fuzzy prototypes:
From a cognitive view to a machine learning principle. In H. Bustince,
F. Herrera and J. Montero editors, Fuzzy Sets and Their Extensions: Representation, Aggregation
and Models, (pp. 431-452). Springer. 2007. pdf
- B. Bouchon-Meunier, M. Detyniecki, M.-J. Lesot, C. Marsala et M. Rifqi. Real world
fuzzy logic in data mining and information retrieval. In P. Wang, D.
Ruan and E. Kerre editors, Fuzzy
logic - a Spectrum of Theoretical and Practical Issues. Springer.
2007.
- R. Kruse, C. Döring et M.-J. Lesot. Fundamentals of fuzzy clustering.
In J. de Oliveira, W. Pedrycz editors, Advances
in Fuzzy Clustering and its Applications, (chapitre 1). John Wiley
& Sons, 2007.
pdf copyrighted material
- M.-J. Lesot. Kernel-based outlier preserving clustering with
representativity coefficients, In B. Bouchon-Meunier, G. Coletti and
R. R. Yager, editors, Modern Information Processing: From Theory to
Applications, (pp. 183-194). Elsevier, 2006.
Journal papers
- I. Baaj, Z. Bouraoui, A. Cornuejols, T. Denoeux, S. Destercke,
D. Dubois, M.-J. Lesot, J. Marques-Silva, J. Mengin, H. Prade,
S. Schockaert, M. Serrurier, O. Strauss, C. Vrain. Synergies between
machine learning and reasoning - An introduction by the Kay R. Amel
group. In International Journal
of Approximate Reasoning , 171, 2024
- V. Yepmo, G. Smits, M.-J. Lesot and O. Pivert. Leveraging an
Isolation Forest to Anomaly Detection and Data
Clustering. In Data and
Knowledge Engineering, 151, 2024
-
F. Badra and M.-J. Lesot. Case-Based Prediction: A
Survey. In International Journal of
Approximate Reasoning, 158, 2023.
- A. Jeyasothy, T. Laugel, M.-J. Lesot, C. Marsala. A general
framework for personalising post hoc explanations through user
knowledge integration. In International Journal of
Approximate Reasoning,160, 2023
- A. Guillon, M.-J. Lesot, C. Marsala. A proximal framework for
fuzzy subspace clustering. In
Fuzzy Sets and Systems, 366, pp. 24-45, 2019
- A. Guillon, M.-J. Lesot, C. Marsala. Sparsity-Inducing Fuzzy
Subspace Clustering. In Archives
of Data Science, Series A, 5(1), pp. 8-30, 2018.
- B. Legastelois, M.-J. Lesot, A. Revault d'Allonnes. Typology of
Axioms for a Weighted Modal Logic. In International Journal of Approximate Reasoning, 90,
pp. 341-358, 2017
- S. Lefort, M.-J. Lesot, E. Zibetti, C. Tijus and M. Detyniecki.
Interpretation of approximate numerical expressions: Computational
model and empirical study. In
International Journal of Approximate Reasoning, 82,
pp.193-209, 2017.
- M.-J. Lesot, G. Moyse and B. Bouchon-Meunier. Interpretability of fuzzy linguistic summaries. In
Fuzzy Sets and systems,
292(1), p.307-317, 2016.
- G. Moyse and M.-J. Lesot. Linguistic summaries of locally
periodic time series. In
Fuzzy Sets and
systems, 285, p. 94-117, 2016
- F. Dzogang, M.-J. Lesot and M. Rifqi. Apprentissage de concepts
émotionnels à partir de descripteurs bas niveau. In
Revue d'intelligence
artificielle, 28(1), p. 131-157, 2014.
- B. Bouchon-Meunier, M.-J. Lesot and C. Marsala. Modeling and
management of subjective information in a fuzzy setting. In
International Journal of General
Systems, 42(1), p. 3-19, 2013.
- F. Dzogang, M.-J. Lesot, M. Rifqi, and B. Bouchon-Meunier. Early
Fusion of Low Level Features for Emotion
Mining. In Biomedical Informatics
Insights, 5(Supp. 1), p. 129-136, 2012.
- M.-J. Lesot et M. Rifqi. Degrés d'équivalence de
mesures de comparaison pour données binaires et pour
données numériques. In Revue des Nouvelles Technologies de l'Information
(RNTI) , Numéro spécial "Qualité des
Données et des Connaissances / Evaluation des Méthodes
d'Extraction des Connaissances dans les Données. RNTI-E-22,
p. 145-164, 2011.
- M.-J. Lesot, M. Rifqi et H. Benhadda. Similarity measures for
binary and numerical data: a survey. In International Journal of Knowledge Engineering and Soft
Data Paradigms (KESDP), 1(1):63-84, 2009.
www
- M.-J. Lesot, N. Labroche et L. Yaffi. Analyse et visualisation
interactive de sessions Web. In RIA,
Revue d'Intelligence Artificielle, numéro spécial
"Visualisation et extraction des connaissances", 22(3-4):369-382 ,
2008. (publication de l'article de l'atelier EGC 2008).
- C. Döring, M.-J. Lesot et R. Kruse. Data Analysis with fuzzy
clustering methods. In Computational Statistics & Data Analysis,
51(1):192-214, 2006.
- M.-J. Lesot. Typicality-based clustering. In Int. Journal of Information Technology and
Intelligent Computing, 1(2):279-292, 2006. (publication de l'article
de la conférence ICAISC'06 : une
sélection des articles de cette conférence a
été publiée dans ce journal). pdf
- M.-J. Lesot. Similarity, typicality and fuzzy prototypes for
numerical data. In
Res-Systemica, 5, 2005. (article de la conférence
European Congress on Systems Science). pdf
(site de la
revue)
- J. Louchet, M. Guyon, M.-J. Lesot et A. Boumaza. Dynamic Flies: a new
pattern recognition tool applied to stereo sequence processing. In Pattern
Recognition Letters, 23(1-3):335-345, 2002. pdf
- J. Louchet, M. Guyon, M.-J. Lesot et A. Boumaza. L'algorithme des
mouches dynamiques - Guider un robot par évolution artificielle
en temps réel. In Extraction des Connaissances et
Apprentissage (ECA), special issue Apprentissage automatique et
évolution artificielle, 1(3):115-130, 2001. pdf
International conferences and workshops
- 2024
- Y. Munro, C. Sarmiento, I. Bloch, G. Bourgne, C. Pelachaud,
M.-J. Lesot. An action language-based formalisation of an
abstract argumentation framework. In Proc. of
PRIMA'24
- M. Bhan, J.-N. Vittaut, N. Chesneau,
M.-J. Lesot. Self-AMPLIFY : Improving Small Language Models
with Self Post Hoc Explanations. In Proc. of
ENNLP'24
- G. Smits, M.-J. Lesot. COPILS: COmParIson of Linguistic
Summaries. In Proc. of IPMU24
- A. Rico, M.-J. Lesot, C. Marsala. User's Preference Modelling with Gödel Integral. In
Proc. of SUM'24
- A. Rico, M.-J. Lesot, C. Marsala. A Maximin Approach to
Elicit Gödel Integral in an XAI Context. In Proc. of
FuzzIEEE'24
- V. Yepmo, G. Smits, M.-J. Lesot, O. Pivert. CADI:
Contextual Anomaly Detection using an Isolation-Forest. In
Proc. of the 39th ACM/SIGAPP Symposium on Applied
Computing, ACM SAC'24
- G. Gervois, G. Bourgne, M.-J. Lesot. In Defining
Compatibility for Moral Preferences: a Condition based on
Suzumura Consistency Proc. of 15th Multidisciplinary
Workshop on Advances in Preference Handling,
MPREF@ECAI'24
- 2023
- Y. Munro, C. Sarmiento, I. Bloch, G. Bourgne,
M.-J. Lesot. Dynamic Argumentation and Action Languages: Towards
Explanations. In Proc. of the 4th Workshop on Explainable
Logic-Based Knowledge Representation, XloKR@KR'23
- M. Bhan, J.N. Vittaut, N. Chesneau, M.-J. Lesot. TIGTEC :
Token Importance Guided TExt Counterfactuals. In Proc. of
ECML/PKDD'23
- M. Bhan, J.N. Vittaut, N. Chesneau, M.-J. Lesot. Enhancing
textual counterfactual explanation intelligibility through
Counterfactual Feature Importance. In Proc. of the 3rd
Workshop on Trustworthy Natural Language Processing
TrustNLP@ACL'23
- A. Jeyasothy, T. Laugel, M.-J. Lesot, C. Marsala and
M. Detyiecki. Achieving Diversity in Counterfactual Explanations:
a Review and Discussion. In Proc. of ACM FAccT 2023
- C. Bove, M.-J. Lesot, C. Tijus,
M. Detyniecki. Investigating the intelligibility of plural
counterfactual examples for non-expert users: an explanation user
interface proposition and user study. In Proc. of the
Int. Conf. on Intelligent User Interfaces IUI'23
- A. Jeyasothy, A. Rico, M.-J. Lesot,
C. Marsala, T. Laugel. Knowledge Integration in XAI
with Gödel Integrals. In Proc. of FuzzIEEE'23
- A. Rico, C. Marsala and M.-J. Lesot. Norms and Discrete
Choquet Integrals Induced by Submodular Fuzzy Measures: a
Discussion. In Proc. of EUSFLAT'23
- G. Smits, M.-J. Lesot, O. Pivert,
M. Reformat. Diversifying top-k Answers in a Query by Example
Setting. In Proc. of FQAS'23
- A. Rida, M.-J. Lesot, X. Renard, C. Marsala. Dynamic
Interpretability for Model Comparison via Decision Rules. In
the workshop Explainable Artificial Intelligence: From Static to
Dynamic, DynXAI@ECML/PKDD'23
- F. Badra, E. Marquer, M. Couceiro, M.-J. Lesot. Some
Perspectives on Similarity Learning for Case-Based Reasoning and
Analogical Transfer. In Proc. of the Workshop in
Interactions between Analogical Reasoning and Machine Learning
IARML@IJCAI'23
- E. Marquer, F. Badra, M.-J. Lesot, M. Couceiro,
D. Leake. Less is Better: An Energy-Based Approach to Case Base
Competence. In Proc. of the Workshop on Analogies: From Theory to
Applications ATA@ICCBR'23
- 2022
- C. Bove, J. Aigrain, M.-J. Lesot, C. Tijus,
M. Detyniecki. Contextualization and exploration of local
feature importance as explanations to improve understanding and
satisfaction of non-expert users. In Proc. of the
Int. Conf. on Intelligent User Interfaces IUI'22
- G. Gervois, G. Bourgne, M.-J. Lesot. Dealing with
differentiated modalities of the Good: beyond Pareto
optimality. In Int. Workshop on AI compliance mechanism
(WAICOM 2022)
- M.-J. Lesot and A. Revault d'Allonnes. T-norms in
many-valued logics: a representation theorem in the AbOp
framework. In Proc. of FuzzIEEE'22
- I. Bloch et M.-J. Lesot. Towards a Formulation of Fuzzy
Contrastive Explanations. In Proc. of FuzzIEEE'22
- P. Nerzic, G. Smits, O. Pivert and
M.-J. Lesot. Massive data exploration using estimated
cardinalities. In Proc. of FuzzIEEE'22
- A. Jeyasothy, T. Laugel, M.-J. Lesot, C. Marsala and
M. Detyniecki. Explanations integrating prior knowledge. In
Proc. of IPMU'22
- G. Smits, M.-J. Lesot, V. Yepmo Tchaghe and
O. Pivert. PANDA : human-in-the-loop anomaly detection and
explanation. In Proc. of IPMU'22
- Y. Munro, I. Bloch, M. Chetouani, M.-J. Lesot,
C. Pelachaud. Argumentation and causal models in human-machine
interaction: a round trip. In Proc. of the 8th Int.
Workshop on Artificial Intelligence and Cognition, AIC'22
- F. Badra, M.-J. Lesot. CoAT-APC: when analogical
proportion-based classification meets case-based
prediction. In Proc. of the ICCBR workshop on Analogies: from Theory
to Application, ATA@ICCBR'22
- F. Badra, M.-J. Lesot, A. Barakat and
C. Marsala. Theoretical and experimental study of a complexity
measure for analogical transfer. In Proc. of ICCBR'22
- 2021
- G. Smits, M.-J. Lesot, O. Pivert, R. Yager. Flexible
Querying using Disjunctive Concepts, In Proc. of the
Int. Conf. on Flexible Query Answering Systems FQAS'21. Best
paper award.
- A. Faci, M.-J. Lesot, C. Laudy. Fuzzy Conceptual Graphs: a
comparative discussion. In Proc. of IEEE SSCI-FOCI'21
IEEE Symposium Series on Computational Intelligence, Foundations
of Computational Intelligence.
- A. Faci, M.-J. Lesot, C. Laudy. CG2A: Conceptual Graphs
Generation Algorithm. In Proc. of EUSFLAT'21.
- A. Faci, M.-J. Lesot, C. Laudy. Pattern Mining in
Conceptual Graphs. In Proc. of ICAISC'21 .
- C. Bove, J. Aigrain, M.-J. Lesot, C. Tijus, M.
Detyniecki. Contextualising local explanations for non-expert
users: an XAI pricing interface for insurance. In Proc. of
the TExSS workshop@IUI'21, workshop on Transparency and
Explanations in Smart Systems
- 2020
- M.-J. Lesot and A. Revault d'Allonnes. Subspace clustering
and feature typicality degrees: a prospective study. In
Proc. of FuzzIEEE'20.
- A. Shukla, G. Smits, O. Pivert and M.-J. Lesot. Explaining
Data Regularities and Anomalies. In Proc. of
FuzzIEEE'20.
- G. Smits, R. Yager, M.-J. Lesot and O. Pivert. Concept
Membership Modeling Using a Choquet Integral. In Proc. of
IPMU'20. CCIS1237, p. 359-372, Springer.
- 2019
- T. Laugel, M.-J. Lesot, C. Marsala, X. Renard and
M. Detyniecki. The Dangers of Post-hoc Interpretability:
Unjustified Counterfactual Explanations. In Proc. of
IJCAI'19.
-
M.-J. Lesot. Subspace Clustering and Some Soft Variants.
Proc. of SUM'19. LNAI11940, p. 433-443, Springer.
- A. Revault d'Allonnes and M.-J. Lesot. Study of an Abating
Aggregation Operator in Many-Valued Logic. In Proc. of
fuzzIEEE'19.
- G. Smits, P. Nerzic, O. Pivert and M.-J. Lesot. FRELS: Fast
and Reliable Estimated Linguistic Summaries. In Proc. of
fuzzIEEE'19.
- T. Laugel, M.-J. Lesot, C. Marsala, X. Renard and
M. Detyniecki. Unjustified Classification Regions and Counterfactual
Explanations. In Proc. of
ECML/PKDD'19.
- T. Laugel, M.-J. Lesot, C. Marsala and
M. Detyniecki. Issues with Post-hoc Counterfactual
Explanations. In Workshop on Human in the Loop Learning,
HILL@ICML'19.
- M. Lenart, A. Bielecki, M.-J. Lesot, T. Pedrisor and
A. Revault d'Allonnes. Trust Dynamics: a Case-Study on Railway
Sensors. In Proc. of Sensornets'19, Citepress, p. 47-57.
- 2018
- G. Smits, P. Nerzic, O. Pivert and M.-J. Lesot. Efficient
generation of reliable estimated linguistic summaries. In
Proc. of fuzzIEEE'18 . Best Paper Award.
- T. Laugel, X. Renard, M.-J. Lesot, C. Marsala and
M. Detyniecki. Defining locality for surrogates in post-hoc
interpretability. In Proc of WHI@ICML'18, Worskhop on
Human Interpretability in Machine Learning.
- X. Renard, T. Laugel, M.-J. Lesot, C. Marsala and
M. Detyniecki. Detecting Potential Local Adversarial Examples
for Human-Interpretable Defense. In Workshop on Recent Advances
in Adversarial Learning, Nemesis@ECML-PKDD.
- C. Marsala, A. Laurent, M.-J. Lesot, M. Rifqi and
A. Castelltort. Discovering ordinal attributes through gradual
patterns, morphological filters and rank discrimination
measures. In Proc. of SUM'18. LNCS 11142, pp 152-163,
Springer
- T. Laugel, M.-J. Lesot, C. Marsala, X. Renard and
M. Detyniecki. Comparison-based inverse classification for
interpretability in machine learning. In Proc of
IPMU'18. p. 100-111. Springer
-
M. Lenart, A. Bielecki, M.-J. Lesot, T. Pedrisor and
A. Revault d'Allonnes. Dynamic trust scoring of railway sensor
information. In Proc. of ICAISC'18. LNCS 10842, p.
579-591. Springer
- 2017
-
B. Legastelois, M.-J. Lesot and A. Revault d'Allonnes. A Fuzzy
take on graded beliefs. In Proc. of EUSFLAT'17
- S. Lefort, E. Zibetti, M.-J. Lesot, M. Detyniecki and
C. Tijus. How arithmetically fuzzy are we? An empirical
comparison of human imprecise calculation and fuzzy
arithmetic. In Proc. of fuzzIEEE'17.
- M.-J. Lesot and B. Bouchon-Meunier. A local
transformation-based constraint-guided GMP compatible with an
interpolation scheme. In Proc. of fuzzIEEE'17.
- V. Cross and M.-J. Lesot. Fuzzy inferences using geometric
compatibility or using graduality and ambiguity constraints. In
Proc. of fuzzIEEE'17.
- A. Guillon, M.-J. Lesot and C. Marsala. Laplacian
regularization for fuzzy subspace clustering. In Proc. of
fuzzIEEE'17.
- A. Revault d'Allonnes and M.-J. Lesot. If I don't know,
should I infer? Reasoning around ignorance in a many-valued
framework. In Proc. of IFSA'17.
- G. Smits, O. Pivert and M.-J. Lesot. Vocabulary elicitation
for informative descriptions of classes. In Proc. of
IFSA'17.
- S. Lefort, E. Zibetti, M.-J. Lesot, M. Detyniecki and
C. Tijus. Dimensions for automatic interpretation of approximate
numerical expressions: An empirical study. In Proc. of
IUI'17
- 2016
- M. Canu, M.-J. Lesot and A. Revault d'Allonnes.
Overlapping community detection by local decentralised
vertex-centred process. In Proc. of IEEE ICDM DaMNet
2016 Workshop on Data Mining in Networks
- M. Canu, M.-J. Lesot and A. Revault
d'Allonnes. Vertex-centred method to detect communities in
evolving networks. In Proc. of Complex Networks 2016
5th Int. Workshop on Complex Networks and their Applications
-
B. Legastelois, M.-J. Lesot and A. Revault
d'Allonnes. Negation of graded beliefs. In Proc. of
IPMU'16 Part II, CCIS611, p. 148-160, Springer, 2016
- A. Guillon, M.-J. Lesot, C. Marsala and N. Pal. Proximal
optimization for fuzzy subspace clustering. In Proc. of
IPMU'16 Part I, CCIS610, p. 675-686, Springer, 2016
- S. Lefort, M.-J. Lesot, E. Zibetti, C. Tijus and
M. Detyniecki. How much is "about"? Fuzzy interpretation of
approximate numerical expressions. In Proc. of
IPMU'16 Part I, CCIS610, p. 226-237, Springer, 2016
- M. Blot, M.-J. Lesot and M. Detyniecki. Transformation-based
constraint-guided Generalised Modus Ponens. In Proc. of
fuzzIEEE'16.
- 2015
- B. Legastelois, M.-J. Lesot and A. Revault d'Allonnes. Typology
of axioms for a weighted modal logic. In Proc. of the IJCAI
Workshop on Weighted Logics for Artificial Intelligence,
WL4AI'15.
- A. Revault d'Allonnes and M.-J. Lesot. Dynamics of trust
building: models of information cross-checking in a multivalued
logic framework. In Proc. of
fuzzIEEE'15 .
-
G. Moyse, M.-J. Lesot and B. Bouchon-Meunier. Oppositions in fuzzy
linguistic summaries. In Proc. of fuzzIEEE'15. Best student
paper award
-
A. Oudni, M.-J. Lesot, M. Rifqi and R. Ballini. Analysis of the
emission of American Depositary Receipts of Brazilian companies
through the extraction of linguistic summaries. In Proc. of
fuzzIEEE'15.
- M. Canu, M. Detyniecki, M.-J. Lesot and A. Revault
d'Allonnes. Fast community structure local uncovering by independent
node-centered process. In Proc. of ASONAM , p. 823-830.
-
A. Laurent, M.-J. Lesot and M. Rifqi. Mining emerging gradual
patterns. In Proc. of EUSFLAT'15.
- 2014
- A. Revault d'Allonnes and M.-J. Lesot. Formalising information
scoring in a multivalued logic framework. In Proc. of
IPMU'14 , Part I, CCIS442, p. 314-323, Springer International
Publishing Switzerland, 2014.
- G. Smits, O. Pivert and M.-J. Lesot. A vocabulary revision method
based on modality splitting. In Proc. of IPMU'14 , Part I,
CCIS442, p. 376-385, Springer International Publishing Switzerland,
2014.
- G. Moyse and M.-J. Lesot. Fast and incremental erosion score
computation. In Proc. of IPMU'14 , Part
III, CCIS444, p. 140-149, Springer International Publishing
Switzerland, 2014.
- A. Oudni, M.-J. Lesot and M. Rifqi. Accelerating effect of
attribute variations: accelerated gradual itemsets extraction. In
Proc. of IPMU'14 , Part II, CCIS443, p. 395-404, Springer
International Publishing Switzerland, 2014.
- M. Detyniecki, M.-J. Lesot and P. Moncuquet. Intuitionistic fuzzy tautology
definitions for the validity of intuitionistic fuzzy implications:
an experimental study. In Proc. of IEEE Intelligent Systems
IS'14 , Advances in Intelligent Systems and Computing 322,
p. 171-182, 2014.
- 2013
- A. Oudni, M.-J. Lesot and M. Rifqi. Characterisation of gradual
itemsets through "especially if" clauses based on mathematical
morphology tools. In Proc. of the 8th Conference of the European
Society for Fuzzy Logic and Technology, EUSFLAT 2013 ,
p. 826-833, Atlantis-Press.
- G. Moyse, M.-J. Lesot and B. Bouchon-Meunier. Mathematical
morphology tools to evaluate periodic linguistic summaries. In
Proc. of FQAS 2013, special session on Generating Linguistic
Descriptions of Data
- A. Oudni, M.-J. Lesot and M. Rifqi. Processing contradiction in
gradual itemset extraction. In Proc. of fuzzIEEE 2013 .
- M.-J. Lesot, G. Smits and O. Pivert. Adequacy of a user-defined
vocabulary to the data structure. In Proc. of fuzzIEEE 2013 .
- R. J. Almeida, M.-J. Lesot, B. Bouchon-Meunier, U. Kaymak and
G. Moyse. Linguistic summaries of categorical time series for
septic shock patient data. In Proc. of fuzzIEEE 2013 .
- G. Moyse, M.-J. Lesot and B. Bouchon-Meunier. Linguistic summaries
for periodicity detection based on mathematical morphology. In
Proc. of the IEEE Symposium on Foundations of Computational
Intelligence (FOCI'13).
- 2012
- F. Dzogang, C. Marsala, M.-J. Lesot, M. Rifqi. An ellipsoidal
K-means algorithm for document clustering. In Proc. of the
IEEE Int. Conf. on Data Mining (ICDM'12), p. 221-230, IEEE Press.
- M. Damez, M.-J. Lesot and A. Revault d'Allonnes. Dynamic
credit-card fraud profiling. In Proc. of the 9th Int. Conf. on
Modeling Decisions for Artificial Intelligence (MDAI'12) ,
p. 234-244, Springer LNCS/LNAI 7647, 2012.
- M.-J. Lesot and A. Revault d'Allonnes. Credit-card fraud profiling
using a hybrid incremental clustering methodology. In Proc. of
the Int. Conf. on Scalable Uncertainty Management (SUM'12) ,
p. 325-336, Springer LNCS/LNAI 7520, 2012.
- M.-J. Lesot, F. Nel, T. Delavallade, P. Capet and
B. Bouchon-Meunier. Two methods for internet buzz detection
exploiting the citation graph. In Proc. of fuzzIEEE 2012
(WCCI'2012) , p. 1-8.
- 2011
- F. Nel, M.-J. Lesot, T. Delavallade and P. Capet. Information
propagation on the web: data extraction, modeling and
simulation. In Proc. of the 5th AAAI Int. Conf. on
Weblogs and Social Media (ICWSM'11), p. 562-565.
- M.-J. Lesot, T. Delavallade, F. Pichon, H. Akdag,
B. Bouchon-Meunier, P. Capet. Proposition of a semi-automatic
possibilistic information scoring process. In Proc. of the
7th Conf. of the European Society for Fuzzy Logic and
Technology (EUSFLAT-2011) and LFA-2011, p. 949 - 956, Atlantis
Press, 2011.
- 2010
- B. Bouchon-Meunier, A. Laurent, M.-J. Lesot and M. Rifqi.
Strengthening fuzzy gradual rules through "all the more"
clauses. In Proc. of fuzzIEEE 2010 (WCCI'2010), pp. 2940-2946.
-
F. Dzogang, M.-J. Lesot, M. Rifqi and B. Bouchon-Meunier.
Expressions of graduality for sentiments analysis - A survey. In
Proc. of fuzzIEEE 2010 (WCCI'2010), p. 1394-1400.
- M.-J. Lesot and M. Rifqi. Order-based equivalence degrees for
similarity and distance measures. In Proc. of IPMU 2010,
Springer, LNAI 6178, pp. 19-28.
- B. Bouchon-Meunier, G. Coletti, M.-J. Lesot and M. Rifqi.
Towards a conscious choice of a fuzzy similarity measure: a
qualitative point of view. In Proc. of IPMU 2010, Springer,
LNAI 6178, pp. 1-10.
- H. Feng, M.-J. Lesot and M. Detyniecki. Using association rules
to discover color-emotion relationships based on social
tagging. In Proc. of the 14th Int. Conf. on Knowledge-Based
and Intelligent Information & Engineering Systems, KES 2010,
Springer, LNAI6276, pages 544-553. 2010.
- M.-J. Lesot, C. Bouchard, M. Detyniecki and J.F.Omhover. Product
shape and emotional design: an application to perfume
bottles. In Proc. of the Int. Conf. on Kansei Engineering and
Emotional Research, KEER
2010,
pdf .
- H. Feng, M.-J. Lesot and M. Detyniecki. Associating color with
emotions based on social tagging. In Proc. of the Int. Conf. on
Kansei Engineering and Emotional Research, KEER 2010,
pdf .
- F. Dzogang, M.-J. Lesot, M. Rifqi and B. Bouchon-Meunier. Analysis
of texts' emotional content in a multidimensional space. In
Proc. of the Int. Conf. on Kansei Engineering and Emotional Research,
KEER 2010,
pdf .
- 2009
-
A. Laurent, M.-J. Lesot and M. Rifqi. GRAANK: Exploiting Rank
Correlations for Extracting Gradual Dependencies. In Proc. of
FQAS'09, Springer, LNAI5822, pages 382-393. 2009.
- B. Bouchon-Meunier, G. Coletti, M. Rifqi and M.-J. Lesot. Towards a
conscious choice of a similarity measure: a qualitative point of
view. In Proc. of ECSQARU 2009, Springer, LNCS, pages
542-553. 2009
- 2008
- M. Rifqi, M.-J. Lesot and M. Detyniecki. Fuzzy order-equivalence
for similarity measures. In Proc. of NAFIPS 2008
- M.-J. Lesot, O. Couchariere, B. Bouchon-Meunier and J.-L.
Rogier. Inconsistency degree computation for possibilistic description
logic: an extension of the tableau algorithm. In Proc. of
NAFIPS 2008
- O. Couchariere, M.-J. Lesot and B. Bouchon-Meunier.
Consistency checking for extended description logics. In Proc. of
the 21st International Workshop on Description Logics (DL 2008)
-
F. Nel, M. Damez, N. Labroche and M.-J. Lesot. Automated video games
evaluation based on the template formalism. In Proc. of IPMU
2008
- 2007
- N. Labroche, M.-J. Lesot and L. Yaffi. A new web usage mining and
visualization tool. In Proc. of the IEEE International Conference on
Tools with Artificial Intelligence, ICTAI 2007, IEEE
Comp. Intell. Society, pages 321-328, Patras, Grèce.
- 2006
- F. Rehm, M.-J. Lesot, F. Klawonn and R. Kruse. Prediction of aircraft
flight duration. In Proc. of the
11th IFAC Symposium on Control in Transportation
Systems. Delft, Pays-Bas, 2006.
- M.-J. Lesot and R. Kruse. Data summarisation by typicality-based
clustering for vectorial data and nonvectorial data. In Proc. of Fuzz-IEEE'06, pages 547-554. Vancouver,
Canada, 2006. pdf
- M.-J. Lesot and R. Kruse. Gustafson-Kessel-like clustering algorithm
based on typicality degrees. In Proc.
of IPMU'06. Paris, France, 2006. pdf
- 2005 and before
- M.-J. Lesot. Similarity, typicality and fuzzy prototypes for numerical
data. In 6th European Congress on Systems Science, Workshop
"Similarity and resemblance", communication invitée, Paris 2005. pdf
- M.-J. Lesot L. Mouillet and B. Bouchon-Meunier, Fuzzy prototypes based
on typicality degrees. Proc. of Fuzzy Days04, Springer, Advances on Soft
Computing, pages 125-138, Dortmund, Allemagne, 2006.
pdf
- M.-J. Lesot and B. Bouchon-Meunier, Descriptive concept extraction with
exceptions by hybrid clustering. In Proc. of Fuzz-IEEE'04,
IEEE
Comp. Intell. Society, pages 389-394, Budapest, Hongrie, 2004. pdf
- M.-J. Lesot and B. Bouchon-Meunier, Cluster characterization through a
representativity measure. Flexible Query Answering Systems,
FQAS'04, pages 446-458, Lyon, France, 2004. pdf
- M.-J. Lesot, F. d'Alché-Buc and G. Siolas, Evaluation of
topographic clustering and its kernelization. In Proc. of the
European Conference on Machine Learning, ECML03, Springer, pages
265-276, Dubrovnik, Croatie, 2003. pdf
National conferences and conferences without proceedings
- 2024
- G. Smits et M.-J. Lesot. Comparaison de
résumés linguistiques. In Rencontres
Francophones sur la Logique Floue et ses Applications, LFA
24
- A. Rico, M.-J. Lesot et C. Marsala. Elicitations et
relations de préférences par intégrales de
Gödel. In Rencontres Francophones sur la Logique Floue et ses
Applications, LFA 24
- Y. Munro, I. Bloch, M. Chetouani, C. Pelachaud,
M.-J. Lesot. In Sémantique agrégative graduelle pour
les systèmes d'argumentation bipolaires
pondérés
In JIAF'24
- G. Gervois, G. Bourgne, M.-J. Lesot. Définition de
la compatibilité pour des préférences morales :
une condition basée sur la cohérence de Suzumura. In
Société et IA @PFIA'24
- 2023
- A. Jeyasothy, A. Rico, M.-J. Lesot, C. Marsala,
T. Laugel. Intégration de connaissances en XAI avec les
intégrales de Gödel. In Rencontres Francophones sur la
Logique Floue et ses Applications, LFA 23
- V. Yepmo, G. Smits, M.-J. Lesot et O. Pivert. Vers un
partitionnement des données à partir d'une forêt
d'isolation. In Journées Internationales Francophones
Extraction et Gestion des Connaissances, EGC'23,
- 2022
- Y. Munro, I. Bloch, M. Chetouani, M.-J. Lesot,
C. Pelachaud. De l'équivalence entre les modèles structurels
causaux et les systèmes abstraits d'argumentation.
RJCIA'22
- M.-J. Lesot et A. Revault d'Allonnes. Les t-normes en
logique multivalente : un théorème de représentation de
l'ABOP. Rencontres Francophones sur la Logique Floue et ses
Applications, LFA'22.
- P. Nerzic, G. Smits, O. Pivert, M.-J. Lesot. Exploration de
données massives à l'aide d'estimations de cardinalités.
Rencontres Francophones sur la Logique Floue et ses
Applications, LFA'22.
- G. Smits, M.-J. Lesot, V. Yepmo et O. Pivert. PANDA:
Personnaliser les ANomalies Détectées par Apprentissage.
Rencontres Francophones sur la Logique Floue et ses
Applications, LFA'22.
- 2021
- I. Bloch, M.-J. Lesot. Vers une formulation floue des
explications par contraste. Rencontres
Francophones sur la Logique Floue et ses Applications,
LFA'21.
- G. Smits, M.-J. Lesot et O. Pivert, R. Yager. Requêtes
flexibles avec des concepts disjonctifs. Rencontres
Francophones sur la Logique Floue et ses Applications,
LFA'21.
- 2020
- A. Revault d'Allonnes et M.-J. Lesot. Subspace clustering
et typicité d'attributs : une étude prospective. Rencontres
Francophones sur la Logique Floue et ses Applications,
LFA'20, Sète.
- G. Smits, R. Yager, M.-J. Lesot et
O. Pivert. Modélisation de concepts par intégrales
de Choquet. Rencontres Francophones sur la Logique Floue et
ses Applications, LFA'20, Sète.
- A. Shukla, G. Smits, M.-J. Lesot et O. Pivert. Explication
linguistique des propriétés structurelles de
données régulières et
irrégulières. Rencontres Francophones sur la
Logique Floue et ses Applications, LFA'20, Sète.
- 2019
- A. Revault d'Allonnes et M.-J. Lesot. Etude d'un opérateur
d'agrégation à la baisse en logique multivalente. Rencontres
Francophones sur la Logique Floue et ses Applications,
LFA'19, Alès.
- M.-J. Lesot, G. Smits, P. Nerzic,
O. Pivert. Génération d'estimations fiables de
résumés linguistiques. Rencontres
Francophones sur la Logique Floue et ses Applications,
LFA'19, Alès.
- 2018
- G. Smits, P. Nerzic, O. Pivert, M.-J. Lesot. Génération
efficace de résumés linguistiques estimés. Rencontres
Francophones sur la Logique Floue et ses Applications,
LFA'18, Arras.
- C. Marsala, A. Laurent, M.-J. Lesot, M. Rifqi,
A. Castelltort. OSACA: Découverte d'attributs symboliques
ordinaux. Rencontres Francophones sur la Logique Floue et
ses Applications, LFA'18, Arras.
- A. Guillon, M.-J. Lesot, C. Marsala. Régularisation
laplacienne pour le subspace clustering. Rencontres
Francophones sur la Logique Floue et ses Applications,
LFA'18, Arras.
- 2017
- S. Lefort, M.-J. Lesot, E. Zibetti, C. Tijus et
M. Detyniecki. Sommes-nous arithme&ecaute;tiquement flous ? Rencontres Francophones sur la Logique Floue
et ses Applications, LFA'17, Amiens.
- 2016
- B. Legastelois, M.-J. Lesot et A. Revault d'Allonnes. Belief,
semi-belief and unbelief. In 8th Int Conf. on non-classical
logic, theory and applications. Lodz, Pologne. 2016
- S. Lefort, M.-J. Lesot, E. Zibetti, C. Tijus et
M. Detyniecki. Interprétation floue des expressions numériques
approximatives. In Rencontres Francophones sur la Logique Floue
et ses Applications, LFA'16, La Rochelle.
- A. Guillon, M.-J. Lesot et C. Marsala. Optimisation
proximale pour le subspace clustering flou. In Rencontres
Francophones sur la Logique Floue et ses Applications, LFA'16,
La Rochelle.
- B. Legastelois, M.-J. Lesot et A. Revault d'Allonnes. Négation
de croyances graduelles : une discussion. In Rencontres
Francophones sur la Logique Floue et ses Applications, LFA'16,
La Rochelle.
- M. Canu, M.-J. Lesot et A. Revault d'Allonnes. Détection de
communautés recouvrantes orientée sommet. In Actes de la
Conférence en Modèles et Analyses Réseau : Approches Mathématiques
et Informatiques, MARAMI 2016.
- 2015
- B. Legastelois, M.-J. Lesot et A. Revault
d'Allonnes. Aggregation of belief degrees in graded doxastic logic
for conjunction and disjunction. In 7th Int Conf. on
non-classical logic, theory and applications . Torun,
Pologne. 2015
- B. Legastelois, M.-J. Lesot et A. Revault d'Allonnes. Typologie
d'axiomes pour une logique modale pondérée. In
Intelligence Artificielle Fondamentale
, IAF'15, Rennes, 2015.
-
A. Laurent, M.-J. Lesot and M. Rifqi. Extraction de motifs
graduels émergents. In Rencontres Francophones sur la
Logique Floue et ses Applications, LFA'15, Poitiers, 2015.
- 2014
- G. Smits, O. Pivert, M.-J. Lesot. Ajustement automatique de
vocabulaire expert par scission de modalités. In Rencontres
Francophones sur la Logique Floue et ses Applications, LFA'14,
Cargèse, 2014.
- G. Moyse, M.-J. Lesot, B. Bouchon-Meunier. Énoncés
contradictoires dans les résumés linguistiques flous. In
Rencontres Francophones sur la Logique Floue et ses
Applications, LFA'14, Cargèse, 2014.
- M.-J. Lesot, M. Detyniecki. Etablissement de relations entre
émotions, couleurs subjectives et couleurs objectives
à partir d'annotations spontanées. In Workshop
Affect, Compagnon Artificiel, Interaction WACAI'14, p. 71-76,
Rouen, 2014.
- M. Canu, M.-J. Lesot, M. Detyniecki. Utilisation de la
structure communautaire pour guider une marche
aléatoire. In Actes de la Conférence en Modèles
et Analyses Réseau : Approches Mathématiques et
Informatiques MARAMI'14,Paris, 2014.
- 2013
- M.-J. Lesot, G. Smits, O. Pivert. Mesure d'adéquation entre
vocabulaire expert et structure de données. In Rencontres
Francophones sur la Logique Floue et ses Applications, LFA'13,
Reims, 2013.
- A. Oudni, M.-J. Lesot, M. Rifqi. Caractérisation de motifs
graduels par des clauses du type ``surtout si''. In Rencontres
Francophones sur la Logique Floue et ses Applications, LFA'13,
Reims, 2013.
- 2012
- A. Oudni, M.-J. Lesot, M. Rifqi. Gestion de la contradiction
dans l'extraction de motifs graduels. In Rencontres
Francophones sur la Logique Floue et ses Applications, LFA'12,
Compiègne, 2012.
- F. Dzogang, M.-J. Lesot and M. Rifqi. Fusion anticipée de
descripteurs bas niveau pour la détection d'émotions dans les
textes. In
Workshop Affect, Compagnon
Artificiel, Interaction, WACAI'12, 2012.
- 2011
- F. Nel, M.-J. Lesot, P. Capet, T. Delavallade.
Modélisation de la propagation de l'information sur le Web : de
l'extraction des données à la simulation. In
Journées Internationales Francophones Extraction et Gestion des
Connaissances, EGC'11, Brest, 2011. Hermann, pp. 587-592.
-
T. Baerecke, M.-J. Lesot, H. Akdag, B. Bouchon-Meunier. Stratégie de
fusion d'informations exploitant le réseau des sources. In Atelier
Fouille de données complexes, Journées Francophones Extraction
et Gestion des Connaissances, EGC'11, Brest, 2011.
(article également accepté sous format poster à EGC'11, sous le titre
Prise en compte de réseau de sources pour la fusion d'informations
p. 323-324, Hermann)
- 2010
- A. Laurent, M.-J. Lesot et M. Rifqi. Extraction de motifs
graduels par corrélations d'ordres induits. In Rencontres
Francophones sur la Logique Floue et ses Applications, LFA'10,
Lannion, 2010.
-
T. Baerecke, T. Delavallade, M.-J. Lesot, F. Pichon, H. Akdag,
B. Bouchon-Meunier, P. Capet, L. Cholvy. Un modèle de cotation pour la
veille informationnelle en source ouverte. In 6ème colloque Veille
Stratégique Scientifique & Technologique, VSST2010, Toulouse, 2010
-
T. Delavallade, H. Akdag, T. Baerecke, B. Bouchon-Meunier, P. Capet,
L. Cholvy, M.-J. Lesot et F. Pichon. Des données au
renseignement : vers un modèle global de cotation. In
Atelier COTA (Cotation des informations), Journées Francophones
d'Ingénierie des Connaissances, IC'10, Nimes, 2010.
- F. Nel, M.-J. Lesot, P. Capet, and T. Delavallade. Rumour
detection in information warfare: understanding publishing behaviours
as a prerequisite. In IST091 NATO Symposium on Information assurance
and cyber defence, 2010.
- 2009
- B. Bouchon-Meunier and A. Laurent and M.-J. Lesot. Extraction de
règles graduelles floues renforcées. In Rencontres Francophones sur la Logique Floue et ses Applications,
LFA'09, Annecy, 2009.
- M.-J. Lesot, M. Rifqi, M. Detyniecki. Comparaison de distances et
noyaux classiques par degré d'équivalence des ordres
induits. In Journées Francophones Extraction et Gestion des
Connaissances, EGC'09. Strasbourg, 2009
- 2008 et antérieur
- M.-J. Lesot, O. Couchariere, B. Bouchon-Meunier et J.-L.
Rogier. Mesure du degré d'incohérence en logique de description
possibiliste. In Rencontres Francophones sur la Logique Floue et ses Applications,
LFA'08, Lens, 2008.
- M.-J. Lesot, N. Labroche et L. Yaffi. Analyse et visualisation de
sessions Web. In Atelier Visualisation et Extraction de
Connaissances, Journées Francophones "Extraction et Gestion des
Connaissances", atelier EGC'08,. Sophia-Antipolis, 2008.
- M.-J. Lesot et R. Kruse. Typicality degrees and fuzzy prototypes
for clustering. In Proc. of the 30th Annual Conference of the German
Classification Society, GfKl 2006. To appear.
- M.-J. Lesot et R. Kruse. Kernel based outlier preserving clustering.
In Tagungsband zum 8. Göttingen Symposium Soft Computing,
pages 73-82, 2005. AFN.
- M.-J. Lesot. Outlier preserving clustering for structured data through
kernels. In Proc. of the 29th Annual Conference of the German
Classification Society, GfKl 2005, to appear in 'Studies in
Classification, Data Analysis and Knowledge Organization' series.
Springer.
- M.-J. Lesot et B. Bouchon-Meunier, Caractérisation de classes
par une mesure de représentativité. Journées
du Réseau de Sciences Cognitives d'Ile de France (RESCIF),
poster, Paris, 2004.
- M.-J. Lesot, D. Dard et F. d'Alché-Buc, A methodology for
topographic clustering of structured text documents. PASCAL
Workshop on
Learning Methods for Text Understanding and Mining, Grenoble, 2004.
pdf
- M.-J. Lesot, F. d'Alché-Buc et G. Siolas, Evaluation des cartes
auto-organisatrices et de leur variante à noyaux. In Proc.
of Conférence d'APprentissage, CAP'03, pages 139-154,
Presses Universitaires de Grenoble, Laval, 2003. pdf
- M.-J. Lesot et B. Bouchon-Meunier, Extraction de concepts descriptifs
avec exceptions par classification non supervisée hybride. In Proc.
of Rencontres Francophones sur la Logique Floue et ses Applications,
LFA'03, Cépaduès Editions, Tours, 2003. pdf
HDR
M.-J. Lesot, Représentation et extraction
automatique de connaissances sémantiques et
émotionnelles pour l'interprétation de données,
Université Paris VI, 4 octobre 2013.
Thèse
M.-J. Lesot, Classification non
supervisée pour la visualisation de données
structurées et la construction de prototypes, thèse de
doctorat de l'Université Paris VI, 31 janvier
2005. pdf