Browsing IMDEA Networks by author "Aguilar, Jose"

Now showing items 21-40 of 59

Bibliometric Literature Review of Integrated Data and Model Based Diagnosis Approaches for the Industry 4.0

Enciso-Salas, Luis; Perez-Zuniga, Gustavo; Sotomayor-Moriano, Javier; Chanthery, Elodie; Sepulveda-Oviedo, Edgar Hernando; Subias, Audine; Trave- Massuyes, Louise; Garcia, Rodrigo; Aguilar, Jose (Taylor and Francis, 2025-09-01)
journal article
Brain Tumors Classification in MRIs Based on Personalized Federated Distillation Learning With Similarity‐Preserving

Wu, Bo; Shi, Donghui; Aguilar, Jose (Wiley, 2025-05)
journal article
Case studies of clinical decision-making through prescriptive models based on machine learning

Hoyos, William; Aguilar, Jose; Raciny, Mayra; Toro, Mauricio (Elsevier, 2023-11-30)
journal article
Consistent Comparison of Symptom-based Methods for COVID-19 Infection Detection

Rufino, Jesús; Ramírez, Juan Marcos; Aguilar, Jose; Baquero, Carlos; Champati, Jaya Prakash; Lillo, Rosa Elvira; Fernández Anta, Antonio (Elsevier, 2023-09-01)
journal article
Consistent Comparison of Symptom-based Methods for COVID-19 Infection Detection (Extended Abstract)

Rufino, Jesús; Ramírez, Juan Marcos; Aguilar, Jose; Baquero, Carlos; Champati, Jaya Prakash; Frey, Davide; Lillo, Rosa Elvira; Fernández Anta, Antonio (2023-08-01)
conference object
COVID-19 seroprevalence estimation and forecasting in the USA from ensemble machine learning models using a stacking strategy

Sagastabeitia, Gontzal; Doncel, Josu; Aguilar, Jose; Fernández Anta, Antonio; Ramírez, Juan Marcos (Elsevier, 2024-08-15)
journal article
Definition of innovation problems in organizations using data analysis tasks from hybrid sources: social networks and organizational databases.

Gutiérrez, Ana; Aguilar, Jose; Ortega, Ana; Montoya, Edwin (Springer, 2025-08-15)
journal article
Demonstrating Distributed Inference in the User Plane with DUNE

Bütün, Beyza; de Andrés Hernández, David; Aguilar, Jose; Gucciardo, Michele; Fiore, Marco (2025-05)
conference object
Different Transfer Learning Approaches for Insect Pest Classification in Cotton

Toscano-Miranda, Raul; Aguilar, Jose; Hoyos, William; Caro, Manuel; Trebilcok, Anibal; Toro, Mauricio (Elsevier, 2024-02-01)
journal article
Emotions as implicit feedback for adapting difficulty in tutoring systems based on reinforcement learning

Pérez, Jesus; Dapena, Eladio; Aguilar, Jose (Springer, 2024-05-01)
journal article
Error Bounds for the Network Scale-Up Method

Díaz-Aranda, Sergio; Ramírez, Juan Marcos; Daga, Mohit; Champati, Jaya Prakash; Aguilar, Jose; Lillo, Rosa Elvira; Fernández Anta, Antonio (2025-08-03)
conference object
Evaluation of the Level of Digital Transformation in MSMEs Using Fuzzy Cognitive Maps Based on Experts

Fuentes, Jairo; Aguilar, Jose; Hoyos, William; Montoya, Edwin (2023-10-30)
conference object
Explainability Analysis in Predictive Models Based on Machine Learning Techniques on the Risk of Hospital Readmissions

Lopera, Juan; Aguilar, Jose (Springer, 2023-12-01)
journal article
Explainability Analysis: An In-Depth Comparison between Fuzzy Cognitive Maps and LAMDA

Benito Gutiérrez, Diego Javier; Quintero, Carlos; Aguilar, Jose; Ramírez, Juan Marcos; Fernández Anta, Antonio (Elsevier, 2024-07-15)
journal article
Extension to a fuzzy cognitive maps-based approach for modelling granular time series for forecasting tasks

Sánchez, Alejandro; Lillo, Rosa Elvira; Aguilar, Jose (Elsevier, 2025-12-01)
journal article
Federated learning approaches for fuzzy cognitive maps to support clinical decision-making in dengue

Hoyos, William; Aguilar, Jose; Mauricio, Toro (Elsevier, 2023-05-15)
journal article
LLM-KGMQA: large language model-augmented multi-hop question-answering system based on knowledge graph in medical field

Wang, FeiLong; Shi, Donghui; Aguilar, Jose; Cui, Xinyi; Jiang, Jinsong; Longjian, Shen; Li, Mengya (Springer, 2025-06)
journal article
Multimodal packaging waste brand identification approach for extended producer responsibility traceability

Arbeláez-Estrada, Juan Carlos; Aguilar, Jose; Vallejo, Paola; Correa, Daniel; Ruiz-Arenas, Santiago; Rendón-Vélez, Elizabeth; Ríos-Zapata, David; Alvarado, Joan (Elsevier, 2025-02-01)
journal article
Multistage Training of Fuzzy Cognitive Maps to Predict Preeclampsia and Fetal Growth Restriction

Hoyos, William; García, Rodrigo; Aguilar, Jose (IEEE, 2025-08-01)
journal article
Network Scale-up Methods on Aggregated Relational Data to Estimate the Outcome of Elections

Arevalillo, Jorge M.; Ramírez, Juan Marcos; Díaz-Aranda, Sergio; Aguilar, Jose; Fernández Anta, Antonio; Lillo, Rosa E. (North-Holland, 2026-07-01)
journal article