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
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
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
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. Volume 132 , Elsevier. ISSN: 0923-5965. March 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
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