IMDEA Networks
User Publications
Explainable Machine Learning for Performance Anomaly Detection and Classification in Mobile Networks (Accepted for publication)
Juan Marcos Ramirez, Fernando Díez, Antonio Fernández-Anta, Vincenzo Mancuso.
Computer Communications. Elsevier. January 2023
Using Survey Data to Estimate the Impact of the Omicron Variant on Vaccine Efficacy against COVID-19 Infection
Jesús Rufino, Carlos Baquero, Davide Frey, Christin Glorioso, Antonio Ortega, Nina Reščič, Julian C Roberts, Rosa Elvira Lillo, Raquel Menezes, Jaya Prakash Champati, Antonio Fernández Anta, Antonio Fernández-Anta, Jaya Prakash Varma Champati.
Scientific Reports. DOI: 10.1038/s41598-023-27951-3. Springer Nature. ISSN: 2045-2322. January 2023
Setchain: Improving Blockchain Scalability with Byzantine Distributed Sets and Barriers
Margarita Capretto, Martín Ceresa, Antonio Fernández-Anta, Antonio Russo, César Sánchez.
IEEE International Conference on Blockchain. Espoo, Finland. August 2022
Using Survey Data to Estimate the Impact of the Omicron Variant on Vaccine Efficacy against COVID-19 Infection
Jesús Rufino, Carlos Baquero, Davide Frey, Christin Glorioso, Antonio Ortega, Nina Reščič, Julian C Roberts, Rosa Elvira Lillo, Raquel Menezes, Jaya Prakash Champati, Antonio Fernández Anta, Antonio Fernández-Anta, Jaya Prakash Varma Champati.
epiDAMIK 5.0: The 5th International workshop on Epidemiology meets Data Mining and Knowledge discovery. Washington DC, USA. August 2022
Automated Identification of Network Anomalies and Their Causes with Interpretable Machine Learning: the CIAN Methodology and TTrees Implementation
Mohamed Lamine Moulay, Rafael García, Pablo Rojo, Fernando Díez, Vincenzo Mancuso, Antonio Fernández-Anta.
Computer Communications. Elsevier. July 2022
Cleaning Matters! Preprocessing-enhanced Anomaly Detection and Classification in Mobile Networks
Juan Marcos Ramirez, Fernando Díez, Antonio Fernández Anta, Vincenzo Mancuso, Antonio Fernández-Anta.
Mediterranean Communication and Computer Networking Conference (MedComNet 2022). Paphos, Cyprus. June 2022
Using indirect reporting surveys to monitor the COVID-19 pandemic (Invited Talk)
Antonio Fernández-Anta.
X International Scientific and Practical Conference "From Weber to Wallerstein: Historical Sociology of States and World-systems". Kyiv, Ukraine, Online. June 2022
Classification of Underwater Fish Images and Videos via Very Small Convolutional Neural Networks
Marius Paraschiv, Ricardo Padrino, Paolo Casari, Eyal Bigal, Aviad Scheinin, Dan Tchernov, Antonio Fernández-Anta.
Journal of Marine Science and Engineering. https://doi.org/10.3390/jmse10060736. Volume 10 , MDPI. ISSN: 2077-1312. May 2022
Situational Collective Perception: Adaptive and Efficient Collective Perception in Future Vehicular Systems
Ahmad Khalil, Tobias Meuser, Yassin Alkhalili, Antonio Fernández-Anta, Lukas Staecker, Ralf Steinmetz.
International Conference on Vehicle Technology and Intelligent Transport Systems. Online. April 2022
Building Byzantine-tolerant Systems with Distributed Ledgers and Distributed Sets (Invited Talk)
Antonio Fernández-Anta.
J on the Beach. Malaga, Spain. April 2022
Factors affecting congestion-aware routing in complex networks
Juan Echagüe, Vicent Cholvi, Antonio Fernández-Anta.
Physica A: Statistical Mechanics and its Applications. https://doi.org/10.1016/j.physa.2021.126483. Volume 587 , pp. 126483 , Elsevier. ISSN: 0378-4371. February 2022
Chirotonia: A Scalable and Secure e-Voting Framework based on Blockchains and Linkable Ring Signatures
Antonio Russo, Antonio Fernández-Anta, María Isabel González Vasco, Romano Simon Pietro.
2021 Workshop on Blockchain Security, Application, and Performance (BSAP 2021). Melbourne, Australia. December 2021
How resilient is the Open Web to the COVID-19 pandemic?
José González-Cabañas, Patricia Callejo, Pelayo Vallina, Ángel Cuevas, Rubén Cuevas, Antonio Fernández-Anta.
Telematics and Informatics. Volume 64 , Elsevier. November 2021
System Stability Under AdversarialInjection of Dependent Tasks
Vicent Cholvi, Juan Echagüe, Antonio Fernández-Anta, Christopher Thraves.
IEEE Access. 10.1109/ACCESS.2021.3119849. Volume 9 , IEEE. ISSN: 2169-3536. October 2021
Atomic Appends in Asynchronous ByzantineDistributed Ledgers
Vicent Cholvi, Antonio Fernández-Anta, Chryssis Georgiou, Nicolas Nicolaou, Michel Raynal, Antonio Russo.
Jornadas de Concurrencia y Sistemas Distribuidos 2020+1. Barcelona, Spain. September 2021
Byzantine-tolerant Distributed Grow-only Sets: Specification and Applications
Vicent Cholvi, Antonio Fernández-Anta, Chryssis Georgiou, Nicolas Nicolaou, Michel Raynal, Antonio Russo.
Jornadas de Concurrencia y Sistemas Distribuidos 2020+1. Barcelona, Spain. September 2021
Detecting and classifying outliers in big functional data
Oluwasegun Ojo, Antonio Fernández-Anta, Rosa Elvira Lillo, Carlo Sguera.
Advances in Data Analysis and Classification. August 2021
Principles of Blockchain Systems
Antonio Fernández-Anta.
pp. 213 , Morgan & Claypool Publishers. ISBN: 978-1636391687. August 2021
Formalization of Blockchain Properties
Emmanuelle Anceume, Antonio Fernández-Anta, Chryssis Georgiou, Nicolas Nicolaou, Maria Potop-Butucaru.
Morgan & Claypool Publishers. ISBN: 978-1636391687. August 2021
Estimating Active Cases of COVID-19
Javier Álvarez, Carlos Baquero, Elisa Cabana, Jaya Prakash Varma Champati, Antonio Fernández-Anta, Davide Frey, Augusto García-Agundez, Chryssis Georgiou, Mathieu Goessens, Harold Hernández, Rosa Elvira Lillo, Raquel Menezes, Raúl Moreno, Nicolas Nicolaou, Oluwasegun Ojo, Antonio Ortega, Jesús Rufino, Efstathios Stavrakis, Govind Jeevan, Christin Glorioso.
KDD Workshop on Data-driven Humanitarian Mapping: Harnessing Human-Machine Intelligence for High-Stake Public Policy and Resiliency Planning. Virtual. August 2021
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