José Francisco Torres Maldonado
José Francisco Torres Maldonado
Data Science & Big Data Lab
Verified email at upo.es
Title
Cited by
Cited by
Year
A scalable approach based on deep learning for big data time series forecasting
JF Torres, A Galicia, A Troncoso, F Martínez-Álvarez
Integrated Computer-Aided Engineering, 1-14, 2018
422018
Deep learning-based approach for time series forecasting with application to electricity load
JF Torres, AM Fernández, A Troncoso, F Martínez-Álvarez
International Work-Conference on the Interplay Between Natural and …, 2017
312017
Stacking ensemble learning for short-term electricity consumption forecasting
F Divina, A Gilson, F Goméz-Vela, M García Torres, JF Torres
Energies 11 (4), 949, 2018
282018
Deep learning for big data time series forecasting applied to solar power
JF Torres, A Troncoso, I Koprinska, Z Wang, F Martínez-Álvarez
The 13th International Conference on Soft Computing Models in Industrial and …, 2018
162018
Scalable forecasting techniques applied to big electricity time series
A Galicia, JF Torres, F Martínez-Álvarez, A Troncoso
International Work-Conference on Artificial Neural Networks, 165-175, 2017
162017
A novel Spark-based multi-step forecasting algorithm for big data time series
A Galicia, JF Torres, F Martínez-Álvarez, A Troncoso
Information Sciences 467, 800-818, 2018
142018
Big data solar power forecasting based on deep learning and multiple data sources
JF Torres, A Troncoso, I Koprinska, Z Wang, F Martínez‐Álvarez
Expert Systems, e12394, 2019
102019
Random Hyper-Parameter Search-Based Deep Neural Network for Power Consumption Forecasting
JF Torres, D Gutiérrez-Avilés, A Troncoso, F Martínez-Álvarez
International Work-Conference on Artificial Neural Networks 11506, 259-269, 2019
82019
Automated spark clusters deployment for big data with standalone applications integration
AM Fernández, JF Torres, A Troncoso, F Martínez-Álvarez
Conference of the Spanish Association for Artificial Intelligence, 150-159, 2016
62016
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, 2020
12020
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Articles 1–10