Frédéric Oblé

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 15

Top Topics

Fraud Detection

Learning Strategies

Top Venues

Publications

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)
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)
Fabrizio Carcillo, Yann-Aël Le Borgne, Olivier Caelen, Yacine Kessaci, Frédéric Oblé, Gianluca Bontempi
Combining unsupervised and supervised learning in credit card fraud detection. Inf. Sci. 557 (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)
Ayman Alazizi, Amaury Habrard, François Jacquenet, Liyun He-Guelton, Frédéric Oblé
Dual Sequential Variational Autoencoders for Fraud Detection. IDA (2020)
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)
Wissam Siblini, Jordan Fréry, Liyun He-Guelton, Frédéric Oblé, Yi-Qing Wang
Master Your Metrics with Calibration. IDA (2020)
Yvan Lucas, Pierre-Edouard Portier, Léa Laporte, Sylvie Calabretto, Liyun He-Guelton, Frédéric Oblé, Michael Granitzer
Dataset shift quantification for credit card fraud detection. CoRR (2019)
Ayman Alazizi, Amaury Habrard, François Jacquenet, Liyun He-Guelton, Frédéric Oblé, Wissam Siblini
Anomaly Detection, Consider Your Dataset First An Illustration on Fraud Detection. ICTAI (2019)
Wissam Siblini, Jordan Fréry, Liyun He-Guelton, Frédéric Oblé, Yi-Qing Wang
Master your Metrics with Calibration. CoRR (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)
Yvan Lucas, Pierre-Edouard Portier, Léa Laporte, Sylvie Calabretto, Liyun He-Guelton, Frédéric Oblé, Michael Granitzer
Dataset Shift Quantification for Credit Card Fraud Detection. AIKE (2019)
Etienne Brodu, Stéphane Frénot, Frédéric Oblé
Transforming JavaScript event-loop into a pipeline. SAC (2016)
Etienne Brodu, Stéphane Frénot, Frédéric Oblé
Transforming Javascript Event-Loop Into a Pipeline. CoRR (2015)
Etienne Brodu, Stéphane Frénot, Frédéric Oblé
Toward automatic update from callbacks to promises. AWeS@EuroSys (2015)
Etienne Brodu, Stéphane Frénot, Fabien Cellier, Frédéric Oblé
A compiler providing incremental scalability for web applications. Middleware (Posters & Demos) (2014)