IMDEA Networks
User Publications
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. July 2025
Demonstrating Distributed Inference in the User Plane with DUNE (Demo)
Beyza Bütün, David De Andrés Hernández, Jose Aguilar, Michele Gucciardo, Marco Fiore
IEEE International Conference on Computer Communications. London, United Kingdom. May 2025
PCP-YOLO: an approach integrating non-deep feature enhancement module and polarized self-attention for small object detection of multiscale defects
Penglin Wang, Donghui Shi, Jose Aguilar
Signal, Image and Video Processing. 10.1007/s11760-024-03666-4. Volume 19 , Springer. February 2025
Multimodal packaging waste brand identification approach for extended producer responsibility traceability
Juan Carlos Arbeláez-Estrada, Jose Aguilar, Paola Vallejo, Daniel Correa, Santiago Ruiz-Arenas, Elizabeth Rendón-Vélez, David Ríos-Zapata, Joan Alvarado
Journal of Cleaner Production. 10.1016/j.jclepro.2024.144601. Volume 487 , Elsevier. February 2025
Systematic literature review on quantum applications in nanotechnology
Alberto Pacheco, Jose Aguilar
The Journal of Supercomputing. 10.1007/s11227-024-06747-w. Volume 81 , Springer. February 2025
Sentiment Analysis on Social Networks for Defining Innovation Problems in Organizations
Ana Gutiérrez, Jose Aguilar, Ana Ortega, Edwin Montoya
Technology in Society. 10.1016/j.techsoc.2024.102804. Volume 81 , ISSN: 1879-3274. January 2025
A few-shot learning method based on knowledge graph in large language models
Feilong Wang, Donghui Shi, Jose Aguilar, Xinyi Cui
International Journal of Data Science and Analytics. 10.1007/s41060-024-00699-3. Springer. ISSN: 2364-415X. December 2024
Using fuzzy cognitive maps to evaluate the innovation in micro, small and medium-sized enterprises
Ana Gutiérrez, Jose Aguilar, Ana Ortega, Edwin Montoya
Management Decision. 10.1108/MD-09-2023-1619. Emerald Publishing Limited. ISSN: 0025-1747. December 2024
An explainable analysis of diabetes mellitus using statistical and artificial intelligence techniques
William Hoyos, Kenia Hoyos, Rander Ruiz, Jose Aguilar
BMC Medical Informatics and Decision Making. 10.1186/s12911-024-02810-x. Volume 24 , BioMed Central Ltd. ISSN: 1472-6947. December 2024
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. December 2024
Precision farming using autonomous data analysis cycles for integrated cotton managemen
Raul Toscano-Miranda, Jose Aguilar, Manuel Caro, Anibal Trebilcok, Mauricio Toro
Information Processing in Agriculture. 10.1016/j.inpa.2024.10.002. Elsevier. November 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. Volume 12 , IEEE Society. ISSN: 2169-3536. September 2024
Study of Explainability Analysis Methods for the LAMDA Family Algorithms in Classification and Clustering Tasks
Carlos Quintero, Jose Aguilar, Rodrigo García
IEEE International Joint Conference on Neural Networks. Yokohama, Japan. September 2024
A semi-supervised learning algorithm for multi-label classification and multi-assignment clustering problems based on a Multivariate Data Analysis
Carlos Quintero, Jose Aguilar
Engineering Applications of Artificial Intelligence. 10.1016/j.engappai.2024.109189. Volume 137 , Elsevier. ISSN: 0952-1976. August 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
A Synthetic Data Generation System based on the Variational-Autoencoder Technique and the Linked Data Paradigm
Ricardo Dos Santos, Jose Aguilar
Progress in Artificial Intelligence. 10.1007/s13748-024-00328-x. Volume 13 , Springer. ISSN: 2192-6352. June 2024
Emotions as implicit feedback for adapting difficulty in tutoring systems based on reinforcement learning
Jesus Pérez, Eladio Dapena, Jose Aguilar
Education and Information Technologies. 10.1007/s10639-024-12699-8. Springer. ISSN: 1360-2357. May 2024
A Many-Objective Optimization Approach for Weight Gain and Animal Welfare in Rotational Grazing of Cattle
Marvin Jimenez, Rodrigo García, Jose Aguilar
Engineering Applications of Artificial Intelligence. 10.1016/j.engappai.2024.108264. Volume 133 , Elsevier. March 2024