J. F. Torres

Deep Learning for Time Series Forecasting: A Survey

J. F. Torres, Dalil Hadjout, Abderrazak Sebaa et al. · Big Data · 2020 · 718 citations

Forecasting Methodology, Deep Neural Networks, Engineering +14

Stacking Ensemble Learning for Short-Term Electricity Consumption Forecasting

Federico Divina, Aude Gilson, Francisco Gómez-Vela et al. · Energies · 2018 · 275 citations · Full text

Energy Consumption, Engineering, Machine Learning +13

A deep LSTM network for the Spanish electricity consumption forecasting

J. F. Torres, Francisco Martínez‐Álvarez, Alicia Troncoso · Neural Computing and Applications · 2022 · 142 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +16

A scalable approach based on deep learning for big data time series forecasting

J. F. Torres, A. Galicia, Alicia Troncoso et al. · Integrated Computer-Aided Engineering · 2018 · 123 citations

Electricity consumption forecasting based on ensemble deep learning with application to the Algerian market

Dalil Hadjout, J. F. Torres, Alicia Troncoso et al. · Energy · 2021 · 82 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +18