IMDEA Networks
Publicaciones de usuario
New QUBO Transformations to Improve Quantum and Simulated Annealing Performance for Quadratic Knapsack (Poster)
Nicolás Borrajo, Juan Marcos Ramirez, Farzam Nosrati, Jose Aguilar, Vincenzo Mancuso, Antonio Fernández Anta
Genetic and Evolutionary Computation Conference. Malaga, Spain. Julio 2025
Interpretable Outlier and Anomaly Detection for Mobile Networks from Small Tabular Data
Juan Marcos Ramirez, Pablo Rojo, Vincenzo Mancuso, Antonio Fernández Anta
IFIP International Conference on Networking. Limassol, Cyprus. Mayo 2025
Middle-Output Deep Image Prior for Blind Hyperspectral and Multispectral Image Fusion
Jorge Bacca, Cristian Arcos, Juan Marcos Ramirez, Henry Arguello
Signal Processing: Image Communication. 10.1016/j.image.2024.117247. Volumen 132 , Elsevier. ISSN: 0923-5965. Marzo 2025
Performance Analysis of NSUM Estimators in Social-Network Topologies
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. Diciembre 2024
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. Volumen 12 , IEEE Society. ISSN: 2169-3536. Septiembre 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. Volumen 258 , Elsevier. ISSN: 0957-4174. Agosto 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. Agosto 2024
The Rumble in the Millimeter Wave Jungle: Obstructions Vs RIS
Juan Marcos Ramirez, Vincenzo Mancuso, Marco Ajmone Marsan
Mediterranean Communication and Computer Networking Conference. Nice, France. Julio 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. Volumen 164 , Elsevier. ISSN: 1568-4946. Julio 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. Marzo 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. Diciembre 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. Volumen 177 , Elsevier. Septiembre 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.. Agosto 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. Agosto 2023
Compressive Spectral Video Sensing Using The Convolutional Sparse Coding Framework CSC4D
Crisóstomo Barajas, Juan Marcos Ramirez, Jose Ignacio Martinez Torre, Henry Arguello
Journal of Visual Communication and Image Representation. 10.1016/j.jvcir.2023.103782. Volumen 92 , Elsevier. Abril 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. Febrero 2023
Cleaning Matters! Preprocessing-enhanced Anomaly Detection and Classification in Mobile Networks
Juan Marcos Ramirez, Fernando Díez, Pablo Rojo, Vincenzo Mancuso, Antonio Fernández Anta
Mediterranean Communication and Computer Networking Conference (MedComNet 2022). Paphos, Cyprus. Junio 2022