IMDEA Networks
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
A Prescriptive Approach based on Fuzzy Cognitive Maps and Genetic Algorithms for Disease Management in Beef Production
Rodrigo García, Jose Aguilar, William Hoyos
IEEE Access. 10.1109/ACCESS.2025.3583670. Volume 13 , IEEE. ISSN: 2169-3536. July 2025
Social Compliance with NPIs, Mobility Patterns, and Reproduction Number: Lessons from COVID-19 in Europe (Accepted for publication)
Daniele Baccega, Jose Aguilar, Carlos Baquero, Antonio Fernández Anta, Juan Marcos Ramirez
IEEE Access. 10.1109/ACCESS.2025.3586508. IEEE. ISSN: 2169-3536. July 2025
LLM-KGMQA: large language model-augmented multi-hop question-answering system based on knowledge graph in medical field
Feilong Wang, Donghui Shi, Jose Aguilar, Xinyi Cui, Jinsong Jiang, Shen Longjian, Mengya Li
Knowledge and Information Systems. 10.1007/s10115-025-02399-1. Springer. ISSN: 0219-3116. June 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. Elsevier. ISSN: 1879-3274. June 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. May 2025
Brain Tumors Classification in MRIs Based on Personalized Federated Distillation Learning With Similarity‐Preserving
Bo Wu, Donghui Shi, Jose Aguilar
International Journal of Imaging Systems and Technology. 10.1002/ima.70046. Volume 35 , Wiley. ISSN: 0899-9457. May 2025
Autonomous cycle of data analysis tasks for the determination of the coffee productive process for MSMEs
Jairo Fuentes, Jose Aguilar, Edwin Montoya
Journal of Industrial Information Integration. 10.1016/j.jii.2025.100788. Volume 44 , Elsevier. ISSN: 2467-964X. May 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
Specification of users’ cognitive functions and emotions to promote their training through Serious games
Claudia Gómez Llanez, Paola Vallejo, Jose Aguilar
Entertainment Computing. 10.1016/j.entcom.2025.100921. Volume 53 , Elsevier. ISSN: 1875-953X. April 2025
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