Search Results for author: Rémi Domingues

Found 2 papers, 0 papers with code

Probabilistic Modeling for Novelty Detection with Applications to Fraud Identification

no code implementations5 Mar 2019 Rémi Domingues

Novelty detection is the unsupervised problem of identifying anomalies in test data which significantly differ from the training set.

Fraud Detection Gaussian Processes +2

A comparative evaluation of novelty detection algorithms for discrete sequences

no code implementations28 Feb 2019 Rémi Domingues, Pietro Michiardi, Jérémie Barlet, Maurizio Filippone

The identification of anomalies in temporal data is a core component of numerous research areas such as intrusion detection, fault prevention, genomics and fraud detection.

Fraud Detection Intrusion Detection

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