1. DOMINGUES Remi
  2. DOMINGUES Remi
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DOMINGUES Remi

Journal

Domingues, Rémi; Michiardi, Pietro; Barlet, Jérémie; Filippone, Maurizio

A comparative evaluation of novelty detection algorithms for discrete sequences

Artificial Intelligence Review journal, 8 November 2019, Springer
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Thesis

Domingues, Rémi

Probabilistic modeling for novelty detection with applications to fraud identification

Thesis
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Report

Domingues, Rémi

Machine learning for nonparametric unsupervised fraud detection

Research report
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Poster / Demo

Domingues, Rémi; Michiardi, Pietro; Zouaoui, Jihane; Filippone, Maurizio

Deep Gaussian process autoencoders for novelty detection

ECML-PKDD 2018, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 10-14 September 2018, Dublin, Ireland

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Conference

Domingues, Rémi; Michiardi, Pietro; Zouaoui, Jihane; Filippone, Maurizio

Deep Gaussian process autoencoders for novelty detection

ECML-PKDD 2018, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Journal Track, 10-14 September 2018, Dublin, Ireland

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Journal

Domingues, Rémi; Michiardi, Pietro; Zouaoui, Jihane; Filippone, Maurizio

Deep Gaussian process autoencoders for novelty detection

Machine Learning, June 2018, Special Issue of the ECML PKDD 2018 Journal Track, ISSN: 0885-6125

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Journal

Domingues, Rémi; Filippone, Maurizio; Michiardi, Pietro; Zouaoui, Jihane

A comparative evaluation of outlier detection algorithms: experiments and analyses

Pattern Recognition, Volume 74, February 2018
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Conference

Domingues, Rémi; Buonora, Francesco; Senesi, Romain; Thonnard, Olivier

An application of unsupervised fraud detection to Passenger Name Records

RSDA 2016, 3rd IEEE International Workshop on Reliability and Security Data Analysis, co-located with DSN 2016, 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshop, June 28th-July 1st, 2016, Toulouse, France
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