Frédéric Oblé

According to our database, Frédéric Oblé authored at least 15 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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., March, 2024

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

2021

Combining unsupervised and supervised learning in credit card fraud detection.

Fabrizio Carcillo, Yann-Aël Le Borgne, Olivier Caelen, Yacine Kessaci, Frédéric Oblé, Gianluca Bontempi

Inf. Sci., 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

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

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

2020

Master Your Metrics with Calibration.

Wissam Siblini, Jordan Fréry, Liyun He-Guelton, Frédéric Oblé, Yi-Qing Wang

Proceedings of the Advances in Intelligent Data Analysis XVIII, 2020

Dual Sequential Variational Autoencoders for Fraud Detection.

Ayman Alazizi, Amaury Habrard, François Jacquenet, Liyun He-Guelton, Frédéric Oblé

Proceedings of the Advances in Intelligent Data Analysis XVIII, 2020

Incremental learning strategies for credit cards fraud detection: Extended abstract.

Bertrand Lebichot, Gian Marco Paldino, Gianluca Bontempi, Wissam Siblini, Liyun He-Guelton, Frédéric Oblé

Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020

2019

Deep-Learning Domain Adaptation Techniques for Credit Cards Fraud Detection.

Bertrand Lebichot, Yann-Aël Le Borgne, Liyun He-Guelton, Frédéric Oblé, Gianluca Bontempi

Proceedings of the Recent Advances in Big Data and Deep Learning, 2019

Anomaly Detection, Consider Your Dataset First An Illustration on Fraud Detection.

Ayman Alazizi, Amaury Habrard, François Jacquenet, Liyun He-Guelton, Frédéric Oblé, Wissam Siblini

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Dataset Shift Quantification for Credit Card Fraud Detection.

Yvan Lucas, Pierre-Edouard Portier, Léa Laporte, Sylvie Calabretto, Liyun He-Guelton, Frédéric Oblé, Michael Granitzer

Proceedings of the 2nd IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2019

2016

Transforming JavaScript event-loop into a pipeline.

Etienne Brodu, Stéphane Frénot, Frédéric Oblé

Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

2015

Toward automatic update from callbacks to promises.

Etienne Brodu, Stéphane Frénot, Frédéric Oblé

Proceedings of the 1st Workshop on All-Web Real-Time Systems, 2015

2014

A compiler providing incremental scalability for web applications.

Etienne Brodu, Stéphane Frénot, Fabien Cellier, Frédéric Oblé

Proceedings of the Middleware '14 Posters & Demos Session, 2014