IMDEA Networks
User Publications
Robust network scale-up method estimators
Sergio Díaz-Aranda, Juan Marcos Ramirez, Jose Aguilar, Rosa Elvira Lillo, Antonio Fernández Anta
Social Networks. 10.1016/j.socnet.2025.08.002. Volume 84 , North-Holland. January 2026
Extension to a fuzzy cognitive maps-based approach for modelling granular time series for forecasting tasks
Alejandro Sánchez, Rosa Elvira Lillo, Jose Aguilar
Knowledge-Based Systems. 10.1016/j.knosys.2025.114763. Volume 331 , Elsevier. ISSN: 0950-7051. December 2025
Architecture for Managing Autonomous Virtual Organizations in the Industry 4.0 Context
Cindy Pamela López, Marco Santórum, Jose Aguilar
Computers. 10.3390/computers14120519. Volume 14 , MDPI. ISSN: 2073-431X. November 2025
USER: User-Side modality representation enhancement for multimodal recommendation
Yi Fan, Donghui Shi, Jose Aguilar, Jozef Zurada
Knowledge-Based Systems. 10.1016/j.knosys.2025.114943. Volume 331 , Elsevier. ISSN: 0950-7051. November 2025
An Optimal Sensor Configuration Method using Genetic Algorithms for a Fault-Tolerant Energy Management for Smart Buildings
Jose Aguilar, Maria R.moreno
Computing. 10.1007/s00607-025-01537-5. Volume 107 , Springer. ISSN: 0010-485X. September 2025
Bibliometric Literature Review of Integrated Data and Model Based Diagnosis Approaches for the Industry 4.0
Luis Enciso-Salas, Gustavo Perez-Zuniga, Javier Sotomayor-Moriano, Elodie Chanthery, Edgar Hernando Sepulveda-Oviedo, Audine Subias, Louise Trave- Massuyes, Rodrigo Garcia, Jose Aguilar
International Journal of Systems Science. 10.1080/00207721.2025.2550562. Taylor and Francis. ISSN: 0020-7721. September 2025
WSN-Based Wildlife Localization Framework in Dense Forests through Optimization Techniques
Mauricio González-Palacio, Liliana González-Palacio, Jose Aguilar, Long Bao Le
Ad Hoc Networks. 10.1016/j.adhoc.2025.103815. Volume 173 , Elsevier. ISSN: 1570-8705. August 2025
Definition of innovation problems in organizations using data analysis tasks from hybrid sources: social networks and organizational databases.
Ana Gutiérrez, Jose Aguilar, Ana Ortega, Edwin Montoya
Journal of Innovation and Entrepreneurship. 10.1186/s13731-025-00536-2. Volume 14 , Springer. ISSN: 2192-5372. August 2025
Error Bounds for the Network Scale-Up Method
Sergio Díaz-Aranda, Juan Marcos Ramirez, Mohit Daga, Jaya Prakash Champati, Jose Aguilar, Rosa Elvira Lillo, Antonio Fernández Anta
ACM International Conference on Knowledge Discovery and Data Mining. Toronto, Canada. August 2025
Multistage Training of Fuzzy Cognitive Maps to Predict Preeclampsia and Fetal Growth Restriction
William Hoyos, Rodrigo García, Jose Aguilar
IEEE Access. 10.1109/ACCESS.2025.3595758.. Volume 13 , IEEE. ISSN: 2169-3536. August 2025
A Fuzzy Classification System to Analyze the Yield of Cotton Production
Raul Toscano, Jose Aguilar, Manuel Caro, Anibal Trebilcok, Mauricio Toro
International Journal of Information Technology & Decision Making. 10.1142/S0219622025500828. World Scientific. ISSN: 0219-6220. July 2025
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 Computations. Malaga, Spain. July 2025
Social Compliance with NPIs, Mobility Patterns, and Reproduction Number: Lessons from COVID-19 in Europe
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
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
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
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
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
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
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