| Data | Títol | Autor(s) | Tipus | | 2023 | Transfer Learning in wastewater treatment plants control | Pisa Dacosta, Ivan;Morell Perez, Antoni;Lopez Vicario, Jose;Vilanova Arbos, Ramon | Article |
| 2022 | Ternary Neural Networks Based on on/off Memristors | Morell Perez, Antoni;Diaz Machado, Elvis;Miranda Castellano, Enrique Alberto;Boquet Pujadas, Guillem;Lopez Vicario, Jose | Article |
| 2022 | Machine Learning-Based Prediction of Mortality and Risk Factors in Patients With Chronic Kidney Disease Developed With Data From 10000 Patients Over 11 Years | Ibeas, Jose;Galles, Oscar;Monill, Nuria;Macias Toro, Edwar Hernando;Morell Perez, Antoni;Serrano Garcia, Javier;Rexachs del Rosario, Dolores Isabel;Lopez Vicario, Jose;Cokas, Jordi;Martinez, Elisenda | Article |
| 2022 | Transfer Learning Improving Predictive Mortality Models for Patients in End-Stage Renal Disease | Macias Toro, Edwar Hernando;Lopez Vicario, Jose;Serrano Garcia, Javier;Ibeas, Jose;Morell Perez, Antoni | Article |
| 2022 | Multiple imputation using the average code from autoencoders | Macias, Edwar;Serrano Garcia, Javier;Lopez Vicario, Jose;Morell Perez, Antoni | Article |
| 2022 | Transfer Learning Suitability Metric for ANN-based Industrial Controllers | Pisa Dacosta, Ivan;Morell Perez, Antoni;Lopez Vicario, Jose;Vilanova Arbos, Ramon | Article |
| 2021 | Transfer learning in wastewater treatment plant control design | Pisa Dacosta, Ivan;Morell Perez, Antoni;Vilanova Arbos, Ramon;Lopez Vicario, Jose | Article |
| 2021 | EARLY ARTERIOVENOUS FISTULA FAILURE PREDICTION WITH ARTIFICIAL INTELLIGENCE: A NEW APPROACH WITH CHALLENGING RESULTS | Ibeas, Jose;Monill-Raya, Núria;Macias, Edwar;Rubiella, Carolina;Vallespin, Joaquim;Merino, Jana;Criado, Eva;Guitart, Josep;Lopez Vicario, Jose;Morell Perez, Antoni;Serrano Garcia, Javier | Article |
| 2021 | Industrial control under non-ideal measurements | Pisa Dacosta, Ivan;Morell Perez, Antoni;Vilanova Arbos, Ramon;Lopez Vicario, Jose | Article |
| 2021 | Theoretical tuning of the autoencoder bottleneck layer dimension | Boquet, Guillem;Macias Toro, Edwar Hernando;Morell Perez, Antoni;Serrano Garcia, Javier;Lopez Vicario, Jose | Article |
| 2021 | Offline training for memristor-based neural networks | Boquet, Guillem;Macias Toro, Edwar Hernando;Morell Perez, Antoni;Serrano Garcia, Javier;Miranda Castellano, Enrique Alberto;Lopez Vicario, Jose | Article |
| 2021 | Novel imputation method using average code from autoencoders in clinical data | Macias Toro, Edwar Hernando;Serrano Garcia, Javier;Lopez Vicario, Jose;Morell Perez, Antoni | Article |
| 2021 | Transfer Learning Approach for the Design of Basic Control Loops in Wastewater Treatment Plants | Pisa Dacosta, Ivan;Morell Perez, Antoni;Lopez Vicario, Jose;Vilanova Arbos, Ramon | Article |
| 2020 | Denoising autoencoders and lstm-based artificial neural networks data processing for its application to internal model control in industrial environments—the wastewater treatment plant control case | Pisa Dacosta, Ivan;Morell Perez, Antoni;Lopez Vicario, Jose;Vilanova Arbos, Ramon | Article |
| 2020 | Noisy Signals in Wastewater Treatment Plants data-driven control | Pisa Dacosta, Ivan;Morell Perez, Antoni;Vilanova Arbos, Ramon;Lopez Vicario, Jose | Article |
| 2020 | A variational autoencoder solution for road traffic forecasting systems | Boquet, Guillem;Morell Perez, Antoni;Serrano Garcia, Javier;Lopez Vicario, Jose | Article |
| 2020 | Human interaction smart subsystem—extending speech-based human-robot interaction systems with an implementation of external smart sensors | Podpora, Michal;Gardecki, Arkadiusz;Beniak, Ryszard;Klin, Bartlomiej;Lopez Vicario, Jose;Kawala-Sterniuk, Aleksandra | Article |
| 2020 | Aplicació d'una xarxa neuronal artificial per donar suport a l'operació de plantes en la indústria de les aigües residuals | Pisa Dacosta, Ivan;Vilanova Arbos, Ramon;Santin Lopez, Ignacio;Lopez Vicario, Jose;Morell Perez, Antoni | Article |
| 2020 | Mortality prediction enhancement in end-stage renal disease | Macias Toro, Edwar Hernando;Morell Perez, Antoni;Serrano Garcia, Javier;Lopez Vicario, Jose;Ibeas, Jose | Article |
| 2020 | Educational Data Mining for Tutoring Support in Higher Education | Prada, Miguel Angel;Dominguez, Manuel;Lopez Vicario, Jose;Alves, Paulo Alexandre Vara;Barbu , Marian;Podpora, Michal;Spagnolini, Umberto;Pereira, Maria J.Varanda;Vilanova Arbos, Ramon | Article |