IMDEA Networks
User Publications
An In-Depth Analysis of COVID-19 Symptoms Considering the Co-Occurrence of Symptoms Using Clustering Algorithms
Diego Javier Benito, Jesús Rufino, Juan Marcos Ramirez, Antonio Fernández Anta, Jose Aguilar
IEEE Access. 10.1109/ACCESS.2024.3456246. Volume 12 , IEEE Society. ISSN: 2169-3536. September 2024
COVID-19 seroprevalence estimation and forecasting in the USA from ensemble machine learning models using a stacking strategy
Gontzal Sagastabeitia, Josu Doncel, Jose Aguilar, Antonio Fernández Anta, Juan Marcos Ramirez
Expert Systems with Applications. 10.1016/j.eswa.2024.124930. Volume 258 , Elsevier. ISSN: 0957-4174. August 2024
A Stacking Ensemble Machine Learning Strategy for COVID-19 Seroprevalence Estimations in the USA Based on Genetic Programming
Gontzal Sagastabeitia, Josu Doncel, Antonio Fernández Anta, Jose Aguilar, Juan Marcos Ramirez
IEEE Congress on Evolutionary Computation. Yokohama, Japan. August 2024
Explainability Analysis: An In-Depth Comparison between Fuzzy Cognitive Maps and LAMDA
Diego Javier Benito, Carlos Quintero, Jose Aguilar, Juan Marcos Ramirez, Antonio Fernández Anta
Applied Soft Computing. 10.1016/j.asoc.2024.111940. Volume 164 , Elsevier. ISSN: 1568-4946. July 2024
Implementación y evaluación de setchain
Arivarasan Karmegam, Gabina Luz Bianchi, Margarita Capretto, Martín Ceresa, Antonio Fernández Anta, César Sánchez
Jornadas de Concurrencia y Sistemas Distribuidos 2024. June 2024
Nowcasting Temporal Trends Using Indirect Surveys
Ajitesh Srivastava, Srivastava Ajitesh, Juan Marcos Ramirez, Sergio Díaz-Aranda, Jose Aguilar, Antonio Ortega, Antonio Fernández Anta, Rosa Elvira Lillo
Annual AAAI Conference on Artificial Intelligence. Vancouver, Canada. March 2024
Performance Analysis of NSUM Estimators in Social-Network Topologies (Accepted for publication)
Sergio Díaz-Aranda, Jose Aguilar, Juan Marcos Ramirez, David Rabanedo, Antonio Fernández Anta, Rosa Elvira Lillo
The American Statistician. Taylor & Francis on behalf of the American Statistical Association (United States). ISSN: 0003-1305. January 2024
Performance and Explainability of Feature Selection-Boosted Tree-based Classifiers for COVID-19 Detection
Jesús Rufino, Juan Marcos Ramirez, Jose Aguilar, Carlos Baquero, Jaya Prakash Champati, Davide Frey, Rosa Elvira Lillo, Antonio Fernández Anta
Heliyon. 10.1016/j.heliyon.2023.e23219. Elsevier. December 2023
Atomic Appends in Asynchronous Byzantine Distributed Ledgers
Vicent Cholvi, Antonio Fernández Anta, Chryssis Georgiou, Nicolas Nicolaou, Antonio Russo
Journal of Parallel and Distributed Computing. 10.1016/j.jpdc.2023.104748. Volume 182 , Elsevier. ISSN: 0743-7315. December 2023
Improving Blockchain Scalability with the Setchain Data-type
Margarita Capretto, Martín Ceresa, Antonio Fernández Anta, Antonio Russo, César Sánchez
Distributed Ledger Technologies: Research and Practice. 10.1145/3626963. ACM. ISSN: 2769-6472. October 2023
Consistent Comparison of Symptom-based Methods for COVID-19 Infection Detection
Jesús Rufino, Juan Marcos Ramirez, Jose Aguilar, Carlos Baquero, Jaya Prakash Champati, Rosa Elvira Lillo, Antonio Fernández Anta
International Journal of Medical Informatics. 10.1016/j.ijmedinf.2023.105133. Volume 177 , Elsevier. September 2023
Label-Aware Aggregation for Improved Federated Learning
Ahmad Khalil, Aidmar Wainakh, Ephraim Zimmer, Javier Parra-Arnau, Antonio Fernández Anta, Tobias Meuser, Ralf Steinmetz
IEEE International Conference on Fog and Mobile Edge Computing. Tartu, Estonia. September 2023
A Snapshot of COVID-19 Incidence, Hospitalizations, and Mortality from Indirect Survey Data in China in January 2023 (Extended Abstract) (Poster)
Juan Marcos Ramirez, Sergio Díaz-Aranda, Jose Aguilar, Oluwasegun Ojo, Rosa Elvira Lillo, Antonio Fernández Anta
epiDAMIK 6.0: The 6th International workshop on Epidemiology meets Data Mining and Knowledge discovery. Long Beach, California, United States. August 2023
Consistent Comparison of Symptom-based Methods for COVID-19 Infection Detection (Extended Abstract) (Poster)
Jesús Rufino, Juan Marcos Ramirez, Jose Aguilar, Carlos Baquero, Jaya Prakash Champati, Davide Frey, Rosa Elvira Lillo, Antonio Fernández Anta
epiDAMIK 6.0: The 6th International workshop on Epidemiology meets Data Mining and Knowledge discovery. Long Beach, California, United States.. August 2023
Multivariate Functional Outlier Detection using the FastMUOD Indices
Oluwasegun Ojo, Antonio Fernández Anta, Marc G. Genton, Rosa Elvira Lillo
Stat. 10.1002/sta4.567. March 2023
Explainable Machine Learning for Performance Anomaly Detection and Classification in Mobile Networks
Juan Marcos Ramirez, Fernando Díez, Pablo Rojo, Vincenzo Mancuso, Antonio Fernández Anta
Computer Communications. Elsevier. February 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
Scientific Reports. DOI: 10.1038/s41598-023-27951-3. Springer Nature. ISSN: 2045-2322. January 2023
Content-Aware Adaptive Point Cloud Delivery
Yassin Alkhalili, Thomas Gruczyk, Tobias Meuser, Antonio Fernández Anta, Ahmad Khalil, Andreas Mauthe
IEEE International Conference on Multimedia Big Data. Naples, Italy. December 2022
Stabilization, Safety, and Security of Distributed Systems - 24th International Symposium, SSS 2022, Clermont-Ferrand, France, November 15-17, 2022, Proceedings
Antonio Fernández Anta
Volume 13751 , Springer Nature. ISBN: 9783031210174. November 2022
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
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