Bertrand Lebichot

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 23

Top Venues

Catholic University of Louvain, Louvain-la-Neuve, Belgium (PHD)

Education History

Catholic University of Louvain, Louvain-la-Neuve, Belgium

PHD

Publications

Pierre Leleux, Bertrand Lebichot, Guillaume Guex, Marco Saerens
Sparse randomized policies for Markov decision processes based on Tsallis divergence regularization. Knowl. Based Syst. 300 (2024)
Gian Marco Paldino, Bertrand Lebichot, Yann-Aël Le Borgne, Wissam Siblini, Frédéric Oblé, Giacomo Boracchi, Gianluca Bontempi
The role of diversity and ensemble learning in credit card fraud detection. Adv. Data Anal. Classif. 18 (1) (2024)
Bertrand Lebichot, Wissam Siblini, Gian Marco Paldino, Yann-Aël Le Borgne, Frédéric Oblé, Gianluca Bontempi
Assessment of catastrophic forgetting in continual credit card fraud detection. Expert Syst. Appl. 249 (2024)
Cedric Lothritz, Bertrand Lebichot, Kevin Allix, Saad Ezzini, Tegawendé F. Bissyandé, Jacques Klein, Andrey Boytsov, Clément Lefebvre, Anne Goujon
Evaluating the Impact of Text De-Identification on Downstream NLP Tasks. NoDaLiDa (2023)
Yusuf Arslan, Bertrand Lebichot, Kevin Allix, Lisa Veiber, Clément Lefebvre, Andrey Boytsov, Anne Goujon, Tegawendé F. Bissyandé, Jacques Klein
On the Suitability of SHAP Explanations for Refining Classifications. ICAART (3) (2022)
Cedric Lothritz, Bertrand Lebichot, Kevin Allix, Lisa Veiber, Tegawendé F. Bissyandé, Jacques Klein, Andrey Boytsov, Clément Lefebvre, Anne Goujon
LuxemBERT: Simple and Practical Data Augmentation in Language Model Pre-Training for Luxembourgish. LREC (2022)
Yusuf Arslan, Bertrand Lebichot, Kevin Allix, Lisa Veiber, Clément Lefebvre, Andrey Boytsov, Anne Goujon, Tegawendé F. Bissyandé, Jacques Klein
Towards Refined Classifications Driven by SHAP Explanations. CD-MAKE (2022)
Cedric Lothritz, Kevin Allix, Bertrand Lebichot, Lisa Veiber, Tegawendé F. Bissyandé, Jacques Klein
Comparing MultiLingual and Multiple MonoLingual Models for Intent Classification and Slot Filling. NLDB (2021)
Wissam Siblini, Guillaume Coter, Rémy Fabry, Liyun He-Guelton, Frédéric Oblé, Bertrand Lebichot, Yann-Aël Le Borgne, Gianluca Bontempi
Transfer Learning for Credit Card Fraud Detection: A Journey from Research to Production. CoRR (2021)
Giovanni Buroni, Bertrand Lebichot, Gianluca Bontempi
AST-MTL: An Attention-Based Multi-Task Learning Strategy for Traffic Forecasting. IEEE Access 9 (2021)
Bertrand Lebichot, Gian Marco Paldino, Wissam Siblini, Liyun He-Guelton, Frédéric Oblé, Gianluca Bontempi
Incremental learning strategies for credit cards fraud detection. Int. J. Data Sci. Anal. 12 (2) (2021)
Bertrand Lebichot, Théo Verhelst, Yann-Aël Le Borgne, Liyun He-Guelton, Frédéric Oblé, Gianluca Bontempi
Transfer Learning Strategies for Credit Card Fraud Detection. IEEE Access 9 (2021)
Bertrand Lebichot, Gian Marco Paldino, Gianluca Bontempi, Wissam Siblini, Liyun He-Guelton, Frédéric Oblé
Incremental learning strategies for credit cards fraud detection: Extended abstract. DSAA (2020)
Bertrand Lebichot, Marco Saerens
An experimental study of graph-based semi-supervised classification with additional node information. Knowl. Inf. Syst. 62 (11) (2020)
Sylvain Courtain, Bertrand Lebichot, Ilkka Kivimäki, Marco Saerens
Graph-Based Fraud Detection with the Free Energy Distance. COMPLEX NETWORKS (2) (2019)
Bertrand Lebichot, Yann-Aël Le Borgne, Liyun He-Guelton, Frédéric Oblé, Gianluca Bontempi
Deep-Learning Domain Adaptation Techniques for Credit Cards Fraud Detection. INNSBDDL (2019)
Théo Verhelst, Olivier Caelen, Jean-Christophe Dewitte, Bertrand Lebichot, Gianluca Bontempi
Understanding Telecom Customer Churn with Machine Learning: From Prediction to Causal Inference. BNAIC/BENELEARN (Selected Papers) (2019)
Théo Verhelst, Olivier Caelen, Jean-Christophe Dewitte, Bertrand Lebichot, Gianluca Bontempi
Understanding Telecom Customer Churn with Machine Learning: From Prediction to Causal Inference. BNAIC/BENELEARN (2019)
Bertrand Lebichot, Marco Saerens
A bag-of-paths node criticality measure. Neurocomputing 275 (2018)
Bertrand Lebichot, Guillaume Guex, Ilkka Kivimäki, Marco Saerens
A Constrained Randomized Shortest-Paths Framework for Optimal Exploration. CoRR (2018)
Bertrand Lebichot, Marco Saerens
A Bag-of-Paths Node Criticality Measure. CoRR (2017)
Fabian Braun, Olivier Caelen, Evgueni N. Smirnov, Steven Kelk, Bertrand Lebichot
Improving Card Fraud Detection Through Suspicious Pattern Discovery. IEA/AIE (2) (2017)
Bertrand Lebichot, Fabian Braun, Olivier Caelen, Marco Saerens
A graph-based, semi-supervised, credit card fraud detection system. COMPLEX NETWORKS (2016)
Ilkka Kivimäki, Bertrand Lebichot, Jari Saramäki, Marco Saerens
Two betweenness centrality measures based on Randomized Shortest Paths. CoRR (2015)
Bertrand Lebichot, Ilkka Kivimäki, Kevin Françoisse, Marco Saerens
Semisupervised Classification Through the Bag-of-Paths Group Betweenness. IEEE Trans. Neural Networks Learn. Syst. 25 (6) (2014)
Bertrand Lebichot, Ilkka Kivimäki, Kevin Françoisse, Marco Saerens
Semi-Supervised Classification Through the Bag-of-Paths Group Betweenness CoRR (2012)

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Publication Activity (10 Years)

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Bertrand Lebichot