IMDEA Networks
User Publications
A Many-Objective Optimization Approach for Weight Gain and Animal Welfare in Rotational Grazing of Cattle
Marvin Jimenez, Rodrigo García, Jose Aguilar
Engineering Applications of Artificial Intelligence. 10.1016/j.engappai.2024.108264. Volume 133 , Elsevier. March 2024
Nowcasting Temporal Trends Using Indirect Surveys
Srivastava Ajitesh, Juan Marcos Ramirez, Sergio Díaz Aranda, Jose Aguilar, Antonio Ortega, Antonio Fernández Anta, Rosa Elvira Lillo
Annual AAAI Conference on Artificial Intelligence. Vancouver, Canada. March 2024
A meta-learning approach in a cattle weight identification system for anomaly detection
Rodrigo García, Jose Aguilar
Computers and Electronics in Agriculture. 10.1016/j.compag.2023.108572. Volume 217 , Elsevier. ISSN: 0168-1699. February 2024
Different Transfer Learning Approaches for Insect Pest Classification in Cotton
Raul Toscano-Miranda, Jose Aguilar, William Hoyos, Manuel Caro, Anibal Trebilcok, Mauricio Toro
Applied Soft Computing. 10.1016/j.asoc.2024.111283. Elsevier. ISSN: 1568-4946. February 2024
An Autonomous System for the Self-supervision of Animal Fattening in the context of Precision Livestock Farming
Rodrigo García, Jose Aguilar, Angel Pinto
Future Generation Computer Systems. 10.1016/j.future.2023.09.003. Volume 150 , Elsevier. ISSN: 0167-739X. January 2024
Performance and Explainability of Feature Selection-Boosted Tree-based Classifiers for COVID-19 Detection
Jesús Rufino, Juan Marcos Ramirez, Jose Aguilar, Carlos Baquero, Jaya Prakash Champati, Davide Frey, Rosa Elvira Lillo, Antonio Fernández Anta
Heliyon. 10.1016/j.heliyon.2023.e23219. Elsevier. December 2023
Explainability Analysis in Predictive Models Based on Machine Learning Techniques on the Risk of Hospital Readmissions
Juan Lopera, Jose Aguilar
Health and Technology. 10.1007/s12553-023-00794-8. Springer. ISSN: 2190-7196. December 2023
Case studies of clinical decision-making through prescriptive models based on machine learning
William Hoyos, Jose Aguilar, Mayra Raciny, Mauricio Toro
Computer Methods and Programs in Biomedicine. 10.1016/j.cmpb.2023.107829. Volume 242 , Elsevier. November 2023
Evaluation of the Level of Digital Transformation in MSMEs Using Fuzzy Cognitive Maps Based on Experts
Jairo Fuentes, Jose Aguilar, William Hoyos, Edwin Montoya
Latin American Computer Conference. La Paz, Bolivia. October 2023
Consistent Comparison of Symptom-based Methods for COVID-19 Infection Detection
Jesús Rufino, Juan Marcos Ramirez, Jose Aguilar, Carlos Baquero, Jaya Prakash Champati, Rosa Elvira Lillo, Antonio Fernández Anta
International Journal of Medical Informatics. 10.1016/j.ijmedinf.2023.105133. Volume 177 , Elsevier. September 2023
A generic architecture of an affective recommender system for e-learning environments
Juan Salazar, Jose Aguilar, Julian Monsalve, Edwin Montoya
Universal Access in the Information Society. 10.1007/s10209-023-01024-8. Springer. ISSN: 1615-5289. August 2023
Consistent Comparison of Symptom-based Methods for COVID-19 Infection Detection (Extended Abstract) (Poster)
Jesús Rufino, Juan Marcos Ramirez, Jose Aguilar, Carlos Baquero, Jaya Prakash Champati, Davide Frey, Rosa Elvira Lillo, Antonio Fernández Anta
epiDAMIK 6.0: The 6th International workshop on Epidemiology meets Data Mining and Knowledge discovery. Long Beach, California, United States.. August 2023
A Snapshot of COVID-19 Incidence, Hospitalizations, and Mortality from Indirect Survey Data in China in January 2023 (Extended Abstract) (Poster)
Juan Marcos Ramirez, Sergio Díaz Aranda, Jose Aguilar, Oluwasegun Ojo, Rosa Elvira Lillo, Antonio Fernández Anta
epiDAMIK 6.0: The 6th International workshop on Epidemiology meets Data Mining and Knowledge discovery. Long Beach, California, United States. August 2023
PRV-FCM: An extension of fuzzy cognitive maps for prescriptive modeling
William Hoyos, Jose Aguilar, Mauricio Toro
Expert Systems with Applications. 10.1016/j.eswa.2023.120729. Volume 231 , Elsevier. ISSN: 0957-4174. June 2023
Federated learning approaches for fuzzy cognitive maps to support clinical decision-making in dengue
William Hoyos, Jose Aguilar, Toro Mauricio
Engineering Applications of Artificial Intelligence. 10.1016/j.engappai.2023.106371. Volume 123 , Elsevier. ISSN: 1873-6769. May 2023
A Bio-inspired Emergent Control Approach for Distributed Processes
Marcel García, Jose Aguilar
Applied Soft Computing. 10.1016/j.asoc.2023.110318. Elsevier. ISSN: 1568-4946. April 2023
Analysis of the Behavior Pattern of Energy Consumption through Online Clustering Techniques
Juan Viera, Jose Aguilar, Maria Rodríguez-Moreno, Carlos Quintero
Energies. 10.3390/en16041649. Volume 16 , ISSN: 1996-1073. March 2023
A Bioinspired Emergent Control for Smart Grids
Marcel García, Jose Aguilar, Maria Rodríguez-Moreno
IEEE Access. 10.1109/ACCESS.2023.3238572. Volume 11 , IEEE Society. ISSN: 2169-3536. February 2023
Autonomic Computing in a Beef-Production Process for Precision Livestock Farming
Rodrigo García, Jose Aguilar, Mauricio Toro, Nelson Pérez, Angel Pinto, Paul Rodríguez
Journal of Industrial Information Integration. 10.1016/j.jii.2022.100425. Volume 31 , Elsevier. January 2023
Performance analysis of the LAMDA fuzzy algorithm improvements in different case studies
Luis Morales, Frank Ruiz, Christian Moreno, Jose Aguilar
Soft Computing. 10.1007/s00500-022-07665-w. Springer. December 2022