IMDEA Networks
Publications
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. Febrero 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. Volumen 150 , Elsevier. ISSN: 0167-739X. Enero 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. Diciembre 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. Diciembre 2023
Atomic Appends in Asynchronous Byzantine Distributed Ledgers
Vicent Cholvi, Antonio Fernández Anta, Chryssis Georgiou, Nicolas Nicolaou, Antonio Russo
Journal of Parallel and Distributed Computing. 10.1016/j.jpdc.2023.104748. Volumen 182 , Elsevier. ISSN: 0743-7315. Diciembre 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. Volumen 242 , Elsevier. Noviembre 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. Octubre 2023
Improving Blockchain Scalability with the Setchain Data-type
Margarita Capretto, Martín Ceresa, Antonio Fernández Anta, Antonio Russo, César Sánchez
Distributed Ledger Technologies: Research and Practice. 10.1145/3626963. ACM. ISSN: 2769-6472. Octubre 2023
Label-Aware Aggregation for Improved Federated Learning
Ahmad Khalil, Aidmar Wainakh, Ephraim Zimmer, Javier Parra-Arnau, Antonio Fernández Anta, Tobias Meuser, Ralf Steinmetz
IEEE International Conference on Fog and Mobile Edge Computing. Tartu, Estonia. Septiembre 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. Volumen 177 , Elsevier. Septiembre 2023
- arrow_back_ios
- 1
- 2
- 3
- 4
- 5
- 6
- …
- 29
- arrow_forward_ios