Frédéric Oblé

18 papers B 4Misc 1Journal 9Unranked 4

Year	Rank	Type	Title / 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`	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
2021	J	`jnl`	Combining unsupervised and supervised learning in credit card fraud detection. Inf. Sci. Fabrizio Carcillo, Yann-Aël Le Borgne, Olivier Caelen, Yacine Kessaci, Frédéric Oblé, Gianluca Bontempi
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	B	`conf`	Dual Sequential Variational Autoencoders for Fraud Detection. IDA Ayman Alazizi, Amaury Habrard, François Jacquenet, Liyun He-Guelton, Frédéric Oblé
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
2020	B	`conf`	Master Your Metrics with Calibration. IDA Wissam Siblini, Jordan Fréry, Liyun He-Guelton, Frédéric Oblé, Yi-Qing Wang
2019	B	`conf`	Anomaly Detection, Consider Your Dataset First An Illustration on Fraud Detection. ICTAI Ayman Alazizi, Amaury Habrard, François Jacquenet, Liyun He-Guelton, Frédéric Oblé, Wissam Siblini
2019	—	`conf`	Dataset Shift Quantification for Credit Card Fraud Detection. AIKE Yvan Lucas, Pierre-Edouard Portier, Léa Laporte, Sylvie Calabretto, Liyun He-Guelton, Frédéric Oblé, Michael Granitzer
2019	J	`jnl`	Dataset shift quantification for credit card fraud detection. CoRR Yvan Lucas, Pierre-Edouard Portier, Léa Laporte, Sylvie Calabretto, Liyun He-Guelton, Frédéric Oblé, Michael Granitzer
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	J	`jnl`	Master your Metrics with Calibration. CoRR Wissam Siblini, Jordan Fréry, Liyun He-Guelton, Frédéric Oblé, Yi-Qing Wang
2016	Misc	`conf`	Transforming JavaScript event-loop into a pipeline. SAC Etienne Brodu, Stéphane Frénot, Frédéric Oblé
2015	—	`conf`	Toward automatic update from callbacks to promises. AWeS@EuroSys Etienne Brodu, Stéphane Frénot, Frédéric Oblé
2015	J	`jnl`	Transforming Javascript Event-Loop Into a Pipeline. CoRR Etienne Brodu, Stéphane Frénot, Frédéric Oblé
2014	—	`conf`	A compiler providing incremental scalability for web applications. Middleware (Posters & Demos) Etienne Brodu, Stéphane Frénot, Fabien Cellier, Frédéric Oblé