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Rubén Pérez Chacón
Rubén Pérez Chacón
Assistant Professor
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Title
Cited by
Cited by
Year
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
1402020
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
1142018
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
512019
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
512018
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
432020
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
392016
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
372016
& 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
72003
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
32016
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
12024
Desarrollo de modelos basados en patrones para la predicción de series temporales en entornos Big Data
R Pérez Chacón
2021
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