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Collection : Lilloa (Hal Lille Open Archive, Universite De Lille)

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Conference

Data-Driven Approach for Credit Card Fraud Detection with Autoencoder and One-Class Classification Techniques

Authors : Ouedraogo, Abdoul-Fatao; Heuchenne, Cédric; Nguyen, Quoc-Thông ...

Subjects: Anomalies detection; Outliers; AutoencoderNantes; France

Source: IFIP Advances in Information and Communication Technology ; IFIP International Conference on Advances in Production Management Systems (APMS) ; https://inria.hal.science/hal-04030412 ; IFIP

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Dissertation/ Thesis

Use of machine learning tools in fluid mechanics for the data-driven reduction, reconstruction and prediction of a fluid flow fluctuating velocity field ; Utilisation de l’apprentissage automatique en mécanique des fluides pour la réduction, la reconstruction et la prédiction orientée données du champ de vitesse fluctuante d’un écoulement

Authors : Dubois, Pierre;

Subjects: Machine learning; Reduction; Reconstruction

Source: https://theses.hal.science/tel-03525301 ; Mécanique des fluides [physics.class-ph]. Université de Lille, 2021. Français. ⟨NNT : 2021LILUN004⟩.

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Conference

On PAC-Bayesian reconstruction guarantees for VAEs

Authors : Chérief-Abdellatif, Badr-Eddine; Shi, Yuyang; Doucet, Arnaud ...

Subjects: [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]; [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]; [STAT.TH]Statistics [stat]/Statistics Theory [stat.TH]Valencia / Virtual; Spain

Source: 25th International Conference on Artificial Intelligence and Statistics (AISTATS) 2022https://inria.hal.science/hal-0358717825th International Conference on Artificial Intelligence and

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Academic Journal

Machine learning for fluid flow reconstruction from limited measurements

Authors : Dubois, Pierre; Gomez, Thomas; Planckaert, Laurent ...

Subjects: data-driven; machine learning; dimensionality reduction

Source: ISSN: 0021-9991.

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