Bertrand Lebichot

29 papers B 2C 2Journal 14Unranked 8
YearRankTypeTitle / Venue / Authors
2024 J jnl
Assessment of catastrophic forgetting in continual credit card fraud detection.
Expert Syst. Appl.
Bertrand Lebichot, Wissam Siblini, Gian Marco Paldino, Yann-Aël Le Borgne, Frédéric Oblé, Gianluca Bontempi
2024 J jnl
Sparse randomized policies for Markov decision processes based on Tsallis divergence regularization.
Knowl. Based Syst.
Pierre Leleux, Bertrand Lebichot, Guillaume Guex, Marco Saerens
2024 J jnl
The role of diversity and ensemble learning in credit card fraud detection.
Adv. Data Anal. Classif.
Gian Marco Paldino, Bertrand Lebichot, Yann-Aël Le Borgne, Wissam Siblini, Frédéric Oblé, Giacomo Boracchi, Gianluca Bontempi
2023 — conf
Evaluating the Impact of Text De-Identification on Downstream NLP Tasks.
NoDaLiDa
Cedric Lothritz, Bertrand Lebichot, Kevin Allix, Saad Ezzini, Tegawendé F. Bissyandé, Jacques Klein, Andrey Boytsov, Clément Lefebvre, Anne Goujon
2022 B conf
LuxemBERT: Simple and Practical Data Augmentation in Language Model Pre-Training for Luxembourgish.
LREC
Cedric Lothritz, Bertrand Lebichot, Kevin Allix, Lisa Veiber, Tegawendé F. Bissyandé, Jacques Klein, Andrey Boytsov, Clément Lefebvre, Anne Goujon
2022 — conf
On the Suitability of SHAP Explanations for Refining Classifications.
ICAART (3)
Yusuf Arslan, Bertrand Lebichot, Kevin Allix, Lisa Veiber, Clément Lefebvre, Andrey Boytsov, Anne Goujon, Tegawendé F. Bissyandé, Jacques Klein
2022 C conf
Towards Refined Classifications Driven by SHAP Explanations.
CD-MAKE
Yusuf Arslan, Bertrand Lebichot, Kevin Allix, Lisa Veiber, Clément Lefebvre, Andrey Boytsov, Anne Goujon, Tegawendé F. Bissyandé, Jacques Klein
2021 J jnl
AST-MTL: An Attention-Based Multi-Task Learning Strategy for Traffic Forecasting.
IEEE Access
Giovanni Buroni, Bertrand Lebichot, Gianluca Bontempi
2021 C conf
Comparing MultiLingual and Multiple MonoLingual Models for Intent Classification and Slot Filling.
NLDB
Cedric Lothritz, Kevin Allix, Bertrand Lebichot, Lisa Veiber, Tegawendé F. Bissyandé, Jacques Klein
2021 J jnl
Incremental learning strategies for credit cards fraud detection.
Int. J. Data Sci. Anal.
Bertrand Lebichot, Gian Marco Paldino, Wissam Siblini, Liyun He-Guelton, Frédéric Oblé, Gianluca Bontempi
2021 J jnl
Transfer Learning Strategies for Credit Card Fraud Detection.
IEEE Access
Bertrand Lebichot, Théo Verhelst, Yann-Aël Le Borgne, Liyun He-Guelton, Frédéric Oblé, Gianluca Bontempi
2021 J jnl
Transfer Learning for Credit Card Fraud Detection: A Journey from Research to Production.
CoRR
Wissam Siblini, Guillaume Coter, Rémy Fabry, Liyun He-Guelton, Frédéric Oblé, Bertrand Lebichot, Yann-Aël Le Borgne, Gianluca Bontempi
2020 J jnl
An experimental study of graph-based semi-supervised classification with additional node information.
Knowl. Inf. Syst.
Bertrand Lebichot, Marco Saerens
2020 — ed.
Artificial Intelligence and Machine Learning - 31st Benelux AI Conference, BNAIC 2019, and 28th Belgian-Dutch Machine Learning Conference, BENELEARN 2019, Brussels, Belgium, November 6-8, 2019, Revised Selected Papers
BNAIC/BENELEARN (Selected Papers)
Bart Bogaerts, Gianluca Bontempi, Pierre Geurts, Nick Harley, Bertrand Lebichot, Tom Lenaerts, Gilles Louppe
2020 B conf
Incremental learning strategies for credit cards fraud detection: Extended abstract.
DSAA
Bertrand Lebichot, Gian Marco Paldino, Gianluca Bontempi, Wissam Siblini, Liyun He-Guelton, Frédéric Oblé
2019 — conf
Deep-Learning Domain Adaptation Techniques for Credit Cards Fraud Detection.
INNSBDDL
Bertrand Lebichot, Yann-Aël Le Borgne, Liyun He-Guelton, Frédéric Oblé, Gianluca Bontempi
2019 — conf
Graph-Based Fraud Detection with the Free Energy Distance.
COMPLEX NETWORKS (2)
Sylvain Courtain, Bertrand Lebichot, Ilkka Kivimäki, Marco Saerens
2019 — ed.
Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), Brussels, Belgium, November 6-8, 2019.
BNAIC/BENELEARN
Katrien Beuls, Bart Bogaerts, Gianluca Bontempi, Pierre Geurts, Nick Harley, Bertrand Lebichot, Tom Lenaerts, Gilles Louppe, Paul Van Eecke
2019 — conf
Understanding Telecom Customer Churn with Machine Learning: From Prediction to Causal Inference.
BNAIC/BENELEARN
Théo Verhelst, Olivier Caelen, Jean-Christophe Dewitte, Bertrand Lebichot, Gianluca Bontempi
2019 — conf
Understanding Telecom Customer Churn with Machine Learning: From Prediction to Causal Inference.
BNAIC/BENELEARN (Selected Papers)
Théo Verhelst, Olivier Caelen, Jean-Christophe Dewitte, Bertrand Lebichot, Gianluca Bontempi
2018 J jnl
A Constrained Randomized Shortest-Paths Framework for Optimal Exploration.
CoRR
Bertrand Lebichot, Guillaume Guex, Ilkka Kivimäki, Marco Saerens
2018 J jnl
A bag-of-paths node criticality measure.
Neurocomputing
Bertrand Lebichot, Marco Saerens
2018 — —
Network analysis based on bag-of-paths: classification, node criticality and randomized policies.
Bertrand Lebichot
2017 J jnl
A Bag-of-Paths Node Criticality Measure.
CoRR
Bertrand Lebichot, Marco Saerens
2017 — conf
Improving Card Fraud Detection Through Suspicious Pattern Discovery.
IEA/AIE (2)
Fabian Braun, Olivier Caelen, Evgueni N. Smirnov, Steven Kelk, Bertrand Lebichot
2016 — conf
A graph-based, semi-supervised, credit card fraud detection system.
COMPLEX NETWORKS
Bertrand Lebichot, Fabian Braun, Olivier Caelen, Marco Saerens
2015 J jnl
Two betweenness centrality measures based on Randomized Shortest Paths.
CoRR
Ilkka Kivimäki, Bertrand Lebichot, Jari Saramäki, Marco Saerens
2014 J jnl
Semisupervised Classification Through the Bag-of-Paths Group Betweenness.
IEEE Trans. Neural Networks Learn. Syst.
Bertrand Lebichot, Ilkka Kivimäki, Kevin Françoisse, Marco Saerens
2012 J jnl
Semi-Supervised Classification Through the Bag-of-Paths Group Betweenness
CoRR
Bertrand Lebichot, Ilkka Kivimäki, Kevin Françoisse, Marco Saerens