262 citations · 262 across the 3 of their papers we have counts for
4 papers
Transfer Learning for Credit Card Fraud Detection: A Journey from Research to Production
Wissam Siblini, Guillaume Coter, Rémy Fabry +5
The dark face of digital commerce generalization is the increase of fraud attempts. To prevent any type of attacks, state-of-the-art fraud detection systems are now embedding Machi…
Streaming Active Learning Strategies for Real-Life Credit Card Fraud Detection: Assessment and Visualization
Fabirzio Carcillo, Yann-Aël Le Borgne, Olivier Caelen +1
Credit card fraud detection is a very challenging problem because of the specific nature of transaction data and the labeling process. The transaction data is peculiar because they…
SCARFF: a Scalable Framework for Streaming Credit Card Fraud Detection with Spark
Fabrizio Carcillo, Andrea Dal Pozzolo, Yann-Aël Le Borgne +3
The expansion of the electronic commerce, together with an increasing confidence of customers in electronic payments, makes of fraud detection a critical factor. Detecting frauds i…
Feature selection in high-dimensional dataset using MapReduce
Claudio Reggiani, Yann-Aël Le Borgne, Gianluca Bontempi
This paper describes a distributed MapReduce implementation of the minimum Redundancy Maximum Relevance algorithm, a popular feature selection method in bioinformatics and network…