Semi-Supervised Classification Through the Bag-of-Paths Group Betweenness - Bertrand Lebichot; Ilkka Kivimäki; Kevin Françoisse; Marco Saerens (CoRR, 2012)

Semisupervised Classification Through the Bag-of-Paths Group Betweenness. - Bertrand Lebichot; Ilkka Kivimäki; Kevin Françoisse; Marco Saerens (IEEE Trans. Neural Networks Learn. Syst., 2014)

Two betweenness centrality measures based on Randomized Shortest Paths. - Ilkka Kivimäki; Bertrand Lebichot; Jari Saramäki; Marco Saerens (CoRR, 2015)

A graph-based, semi-supervised, credit card fraud detection system. - Bertrand Lebichot; Fabian Braun; Olivier Caelen; Marco Saerens (COMPLEX NETWORKS, 2016)

Improving Card Fraud Detection Through Suspicious Pattern Discovery. - Fabian Braun; Olivier Caelen; Evgueni N. Smirnov; Steven Kelk; Bertrand Lebichot (IEA/AIE (2), 2017)

A Constrained Randomized Shortest-Paths Framework for Optimal Exploration. - Bertrand Lebichot; Guillaume Guex; Ilkka Kivimäki; Marco Saerens (CoRR, 2018)

A bag-of-paths node criticality measure. - Bertrand Lebichot; Marco Saerens (Neurocomputing, 2018)

Network analysis based on bag-of-paths: classification, node criticality and randomized policies. - Bertrand Lebichot (2018)

Understanding Telecom Customer Churn with Machine Learning: From Prediction to Causal Inference. - Théo Verhelst; Olivier Caelen; Jean-Christophe Dewitte; Bertrand Lebichot; Gianluca Bontempi (BNAIC/BENELEARN (Selected Papers), 2019)

Graph-Based Fraud Detection with the Free Energy Distance. - Sylvain Courtain; Bertrand Lebichot; Ilkka Kivimäki; Marco Saerens (COMPLEX NETWORKS (2), 2019)

Deep-Learning Domain Adaptation Techniques for Credit Cards Fraud Detection. - Bertrand Lebichot; Yann-Aël Le Borgne; Liyun He-Guelton; Frédéric Oblé; Gianluca Bontempi (INNSBDDL, 2019)

Incremental learning strategies for credit cards fraud detection: Extended abstract. - Bertrand Lebichot; Gian Marco Paldino; Gianluca Bontempi; Wissam Siblini; Liyun He-Guelton; Frédéric Oblé (DSAA, 2020)

An experimental study of graph-based semi-supervised classification with additional node information. - Bertrand Lebichot; Marco Saerens (Knowl. Inf. Syst., 2020)

Comparing MultiLingual and Multiple MonoLingual Models for Intent Classification and Slot Filling. - Cedric Lothritz; Kevin Allix; Bertrand Lebichot; Lisa Veiber; Tegawendé F. Bissyandé; Jacques Klein (NLDB, 2021)

AST-MTL: An Attention-Based Multi-Task Learning Strategy for Traffic Forecasting. - Giovanni Buroni; Bertrand Lebichot; Gianluca Bontempi (IEEE Access, 2021)

Transfer Learning Strategies for Credit Card Fraud Detection. - Bertrand Lebichot; Théo Verhelst; Yann-Aël Le Borgne; Liyun He-Guelton; Frédéric Oblé; Gianluca Bontempi (IEEE Access, 2021)

Transfer Learning for Credit Card Fraud Detection: A Journey from Research to Production. - Wissam Siblini; Guillaume Coter; Rémy Fabry; Liyun He-Guelton; Frédéric Oblé; Bertrand Lebichot; Yann-Aël Le Borgne; Gianluca Bontempi (CoRR, 2021)

Incremental learning strategies for credit cards fraud detection. - Bertrand Lebichot; Gian Marco Paldino; Wissam Siblini; Liyun He-Guelton; Frédéric Oblé; Gianluca Bontempi (Int. J. Data Sci. Anal., 2021)

Towards Refined Classifications Driven by SHAP Explanations. - Yusuf Arslan; Bertrand Lebichot; Kevin Allix; Lisa Veiber; Clément Lefebvre; Andrey Boytsov; Anne Goujon; Tegawendé F. Bissyandé; Jacques Klein (CD-MAKE, 2022)

On the Suitability of SHAP Explanations for Refining Classifications. - Yusuf Arslan; Bertrand Lebichot; Kevin Allix; Lisa Veiber; Clément Lefebvre; Andrey Boytsov; Anne Goujon; Tegawendé F. Bissyandé; Jacques Klein (ICAART (3), 2022)

LuxemBERT: Simple and Practical Data Augmentation in Language Model Pre-Training for Luxembourgish. - Cedric Lothritz; Bertrand Lebichot; Kevin Allix; Lisa Veiber; Tegawendé F. Bissyandé; Jacques Klein; Andrey Boytsov; Clément Lefebvre; Anne Goujon (LREC, 2022)

Evaluating the Impact of Text De-Identification on Downstream NLP Tasks. - Cedric Lothritz; Bertrand Lebichot; Kevin Allix; Saad Ezzini; Tegawendé F. Bissyandé; Jacques Klein; Andrey Boytsov; Clément Lefebvre; Anne Goujon (NoDaLiDa, 2023)

Assessment of catastrophic forgetting in continual credit card fraud detection. - Bertrand Lebichot; Wissam Siblini; Gian Marco Paldino; Yann-Aël Le Borgne; Frédéric Oblé; Gianluca Bontempi (Expert Syst. Appl., 2024)

Sparse randomized policies for Markov decision processes based on Tsallis divergence regularization. - Pierre Leleux; Bertrand Lebichot; Guillaume Guex; Marco Saerens (Knowl. Based Syst., 2024)

The role of diversity and ensemble learning in credit card fraud detection. - Gian Marco Paldino; Bertrand Lebichot; Yann-Aël Le Borgne; Wissam Siblini; Frédéric Oblé; Giacomo Boracchi; Gianluca Bontempi (Adv. Data Anal. Classif., 2024)