Active Learning and Autoencoders in Banking Fraud Detection

• Unité de recherche: INNOSUISSE
• Numéro de projet: 34137.1 IP-ICT
• Titre du projet anglais: Active Learning and Autoencoders in Banking Fraud Detection

Description succincte (Allemand)

Active Learning and Autoencoders in Banking Fraud Detection

Description succincte (Anglais)

Active Learning and Autoencoders in Banking Fraud Detection

Résumé des résultats (Abstract) (Allemand)

This project aims to enhance the methods used to detect and understand fraud in the banking sector by using two innovative scientific methods. These are active learning to identify cases that are worth investigating and autoencoders, a novel machine-learning method for outlier detection.