| A new approach based on association rules to add explainability to time series forecasting models AR Troncoso-García, M Martínez-Ballesteros, F Martínez-Álvarez, ... Information Fusion 94, 169-180, 2023 | 45 | 2023 |
| Explainable machine learning for sleep apnea prediction AR Troncoso-García, M Martínez-Ballesteros, F Martínez-Álvarez, ... Procedia Computer Science 207, 2930-2939, 2022 | 23 | 2022 |
| Non-invasive devices for respiratory sound monitoring Á Troncoso, JA Ortega, R Seepold, NM Madrid Procedia computer science 192, 3040-3048, 2021 | 19 | 2021 |
| Explainable hybrid deep learning and Coronavirus Optimization Algorithm for improving evapotranspiration forecasting AR Troncoso-García, IS Brito, A Troncoso, F Martínez-Álvarez Computers and Electronics in Agriculture 215, 108387, 2023 | 14 | 2023 |
| Explainable olive grove and grapevine pest forecasting through machine learning-based classification and regression F Rodríguez-Díaz, AM Chacón-Maldonado, AR Troncoso-García, ... Results in Engineering 24, 103058, 2024 | 5 | 2024 |
| Evolutionary computation to explain deep learning models for time series forecasting A Troncoso Garcia, A Troncoso Lora, F Martinez-Alvarez, ... Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 433-436, 2023 | 3 | 2023 |
| Olive oil fly population pest forecasting using explainable deep learning AM Chacón-Maldonado, AR Troncoso-García, F Martínez-Álvarez, ... International Conference on Soft Computing Models in Industrial and …, 2023 | 2 | 2023 |
| Ground-Level Ozone Forecasting Using Explainable Machine Learning AR Troncoso-García, MJ Jiménez-Navarro, F Martínez-Álvarez, ... Conference of the Spanish Association for Artificial Intelligence, 71-80, 2024 | 1 | 2024 |
| Time Series Forecasting in Agriculture: Explainable Deep Learning with Lagged AR Troncoso-García, MJ Jiménez-Navarro¹, ML Linares-Barrera¹, IS Brito, ... The 19th International Conference on Soft Computing Models in Industrial and …, 2024 | 1 | 2024 |
| Application of XAI to the prediction of CTCF binding sites T Vanhaeren, A del Robledo Troncoso-García, JFT Maldonado, F Divina, ... Results in Engineering 25, 103776, 2025 | | 2025 |
| A new metric based on association rules to assess feature-attribution explainability techniques for time series forecasting AR Troncoso-García, M Martínez-Ballesteros, F Martínez-Álvarez, ... IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025 | | 2025 |
| Explainable Deep Learning with Embedded Feature Selection for Electricity Demand Forecasting MJ Jiménez-Navarro, AR Troncoso-García, A Troncoso, ... 2024 International Conference on Smart Systems and Technologies (SST), 153-158, 2024 | | 2024 |
| Time Series Forecasting in Agriculture: Explainable Deep Learning with Lagged Feature Selection AR Troncoso-García, MJ Jiménez-Navarro, M Lourdes Linares-Barrera, ... International Conference on Soft Computing Models in Industrial and …, 2024 | | 2024 |
| Explainable Artificial Intelligence for Education: A Real Case of a University Subject Switched to Python L Melgar-García, Á Troncoso-García, D Gutiérrez-Avilés, JF Torres, ... Computational Intelligence in Security for Information Systems Conference …, 2023 | | 2023 |
| Deep Learning-Based Approach for Sleep Apnea Detection Using Physiological Signals AR Troncoso-García, M Martínez-Ballesteros, F Martínez-Álvarez, ... International Work-Conference on Artificial Neural Networks, 626-637, 2023 | | 2023 |
Francisco Martínez-ÁlvarezFull Professor, Data Science & Big Data Lab, Pablo de Olavide University of Seville, Spainยืนยันอีเมลแล้วที่ upo.es