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Listing by Author Casas, Pedro

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Issue Date	Title	Author(s)
2007	A user perspective for end-to-end quality of service evaluation in multimedia networks	Irigaray, Ignacio; Belzarena, Pablo; Casas, Pedro; Guerra, Diego
2007	An adaptive multi-temporal approach for robust routing	Casas, Pedro; Vaton, Sandrine
2013	Análisis estadístico del tráfico de red para la detección de anomalías y la calidad del servicio	Casas, Pedro
2005	Calidad de servicio percibida en servicios de voz y video sobre IP	Casas, Pedro; Guerra, Diego; Irigaray, Ignacio
2022	DC-VAE, Fine-grained anomaly detection in multivariate time-series with dilated convolutions and variational auto encoders	García González, Gastón; Martínez Tagliafico, Sergio; Fernández, Alicia; Gómez, Gabriel; Acuña, José; Casas, Pedro
2023	Deep generative replay for multivariate time-series monitoring with variational autoencoders.	García González, Gastón; Casas, Pedro; Fernández, Alicia
2022	Deep reinforcement learning and graph neural networks for efficient resource allocation in 5G networks	Randall, Martín; Belzarena, Pablo; Larroca, Federico; Casas, Pedro
2020	DeepMAL - Deep learning models for malware traffic detection and classification	Marín, Gonzalo; Casas, Pedro; Capdehourat, Germán
2021	DeepMAL - Deep learning models for malware traffic detection and classification.	Marín, Gonzalo; Casas, Pedro; Capdehourat, Germán
2020	Detección de anomalías en sistemas de telecomunicaciones mediante métodos de aprendizaje continuo	Gómez, Gabriel; Fernández, Alicia; Martínez Tagliafico, Sergio; García González, Gastón; Acuña, José; Casas, Pedro
2023	Dom2Vec - Detecting DGA domains through word embeddings and AI/ML-driven lexicographic analysis	Torrealba Aravena, Lucas; Casas, Pedro; Bustos-Jiménez, Javier; Capdehourat, Germán; Findrik, Mislav
2009	Efficient methods for traffic matrix modeling and on-line estimation in large-scale IP networks	Casas, Pedro; Vaton, Sandrine; Fillatre, Lionel; Chonavel, Thierry
2008	End-2-End evaluation of IP multimedia services, a user perceived quality of service approach	Casas, Pedro; Belzarena, Pablo; Vaton, Sandrine
2010	End-to-End Quality of Service-based Admission control using the Fictitious Network Analysis	Belzarena, Pablo; Bermolen, Paola; Casas, Pedro; Simon, María
2017	Ensemble-learning approaches for network security and anomaly detection	Vanerio, Juan Martín; Casas, Pedro
2023	Fake it till you detect it : Continual anomaly detection in multivariate time-series using generative AI.	García González, Gastón; Casas, Pedro; Fernández, Alicia
2022	GROWS - Improving decentralized resource allocation in wireless networks through graph neural networks	Randall, Martín; Belzarena, Pablo; Larroca, Federico; Casas, Pedro
2006	Metronet : Software para medición de calidad de servicio en voz y video	Belzarena, Pablo; González Barbone, Víctor; Larroca, Federico; Casas, Pedro
2022	Mining multivariate time-series for anomaly detection in mobile networks on the usage of variational auto encoders and dilated convolutions	García González, Gastón; Martínez Tagliafico, Sergio; Fernández, Alicia; Gómez, Gabriel; Acuña, José; Mariño, Camilo; Casas, Pedro
2008	Multi hour robust routing and fast load change detection for traffic engineering	Vaton, Sandrine; Fillatre, Lionel; Casas, Pedro

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