Global Computing Group - IMDEA Networks : IMDEA Networks

Publications

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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
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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
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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
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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
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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
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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
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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
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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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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
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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

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IMDEA Networks

IMDEA Networks

IMDEA Networks at the 14th Edition of the Madrid es Ciencia Fair

Research Professor, Research Associate Professor, and Research Assistant Professor

IMDEA Networks at the 14th Edition of the Madrid es Ciencia Fair

Publications

Demonstrating Distributed Inference in the User Plane with DUNE (Demo)

Beyza Bütün, David De Andrés Hernández, Jose Aguilar, Michele Gucciardo, Marco Fiore

Middle-Output Deep Image Prior for Blind Hyperspectral and Multispectral Image Fusion

Jorge Bacca, Cristian Arcos, Juan Marcos Ramirez, Henry Arguello

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

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

Systematic literature review on quantum applications in nanotechnology

Alberto Pacheco, Jose Aguilar

Sentiment Analysis on Social Networks for Defining Innovation Problems in Organizations

Ana Gutiérrez, Jose Aguilar, Ana Ortega, Edwin Montoya

A few-shot learning method based on knowledge graph in large language models

Feilong Wang, Donghui Shi, Jose Aguilar, Xinyi Cui

Using fuzzy cognitive maps to evaluate the innovation in micro, small and medium-sized enterprises

Ana Gutiérrez, Jose Aguilar, Ana Ortega, Edwin Montoya

An explainable analysis of diabetes mellitus using statistical and artificial intelligence techniques

William Hoyos, Kenia Hoyos, Rander Ruiz, Jose Aguilar

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