José Francisco Torres Maldonado
José Francisco Torres Maldonado
Data Science & Big Data Lab
Bestätigte E-Mail-Adresse bei upo.es
Titel
Zitiert von
Zitiert von
Jahr
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
592018
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
502018
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
322017
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
212018
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
192018
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
182020
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
182019
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
172017
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
132019
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
Hybridizing Deep Learning and Neuroevolution: Application to the Spanish Short-Term Electric Energy Consumption Forecasting
F Divina, JF Torres Maldonado, M García-Torres, F Martínez-Álvarez, ...
Applied Sciences 10 (16), 5487, 2020
22020
Deep Learning for Time Series Forecasting: A Survey
JF Torres, D Hadjout, A Sebaa, F Martínez-Álvarez, A Troncoso
Big Data, 2020
2020
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