| Coronavirus optimization algorithm: a bioinspired metaheuristic based on the COVID-19 propagation model F Martínez-Álvarez, G Asencio-Cortés, JF Torres, D Gutiérrez-Avilés, ... Big data 8 (4), 308-322, 2020 | 162 | 2020 |
| Big data analytics for discovering electricity consumption patterns in smart cities R Pérez-Chacón, JM Luna-Romera, A Troncoso, F Martínez-Álvarez, ... Energies 11 (3), 683, 2018 | 127 | 2018 |
| Big data time series forecasting based on nearest neighbours distributed computing with Spark R Talavera-Llames, R Pérez-Chacón, A Troncoso, F Martínez-Álvarez Knowledge-Based Systems 161, 12-25, 2018 | 57 | 2018 |
| MV-kWNN: A novel multivariate and multi-output weighted nearest neighbours algorithm for big data time series forecasting R Talavera-Llames, R Pérez-Chacón, A Troncoso, F Martínez-Álvarez Neurocomputing 353, 56-73, 2019 | 56 | 2019 |
| Big data time series forecasting based on pattern sequence similarity and its application to the electricity demand R Pérez-Chacón, G Asencio-Cortés, F Martínez-Álvarez, A Troncoso Information Sciences 540, 160-174, 2020 | 54 | 2020 |
| Finding electric energy consumption patterns in big time series data R Pérez-Chacón, RL Talavera-Llames, F Martinez-Alvarez, A Troncoso Distributed Computing and Artificial Intelligence, 13th International …, 2016 | 42 | 2016 |
| A nearest neighbours-based algorithm for big time series data forecasting RL Talavera-Llames, R Pérez-Chacón, M Martínez-Ballesteros, ... Hybrid Artificial Intelligent Systems: 11th International Conference, HAIS …, 2016 | 41 | 2016 |
| & Troncoso, A.(2020). Coronavirus Optimization Algorithm: A bioinspired metaheuristic based on the COVID-19 propagation model F Martínez-Álvarez, G Asencio-Cortés, JF Torres, D Gutiérrez-Avilés, ... arXiv preprint arXiv:2003.13633, 2003 | 7 | 2003 |
| Pattern sequence-based algorithm for multivariate big data time series forecasting: Application to electricity consumption R Pérez-Chacón, G Asencio-Cortés, A Troncoso, F Martínez-Álvarez Future Generation Computer Systems 154, 397-412, 2024 | 6 | 2024 |
| A nearest neighbours-based algorithm for big time series data forecasting R Talavera, R Pérez-Chacón, M Martínez-Ballesteros, A Troncoso, ... Lecture Notes in Computer Science 5391, 674-679, 2016 | 3 | 2016 |
| Desarrollo de modelos basados en patrones para la predicción de series temporales en entornos big data R Pérez Chacón Desarrollo de modelos basados en patrones para la predicción de series …, 2021 | | 2021 |
José María Luna-RomeraLecturer at Universidad de SevillaDirección de correo verificada de us.es