Výsledky vyhledávání - "Fernández,Alicia"

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On the Usage of Generative Models for Network Anomaly Detection in Multivariate Time-Series

Autor: González, Gastón García, Casas, Pedro, Fernández, Alicia, Gómez, Gabriel

Despite the many attempts and approaches for anomaly detection explored over the years, the automatic detection of rare events in data communication networks remains a complex problem. In this paper we introduce Net-GAN, a novel approach to network a

Externí odkaz: http://arxiv.org/abs/2010.08286

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End-to-end NILM System Using High Frequency Data and Neural Networks

Autor: Marchesoni-Acland, Franco, Mariño, Camilo, Masquil, Elías, Masaferro, Pablo, Fernández, Alicia

Improving energy efficiency is a necessity in the fight against climate change. Non Intrusive Load Monitoring (NILM) systems give important information about the household consumption that can be used by the electric utility or the end users. In this

Externí odkaz: http://arxiv.org/abs/2004.13905

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