Alicia Troncoso

Deep Learning for Time Series Forecasting: A Survey

J. F. Torres, Dalil Hadjout, Abderrazak Sebaa et al. · Big Data · 2020 · 767 citations

Computing, Computer Science, Data Science +14

Energy Time Series Forecasting Based on Pattern Sequence Similarity

Francisco Martínez‐Álvarez, Alicia Troncoso, José C. Riquelme et al. · IEEE Transactions on Knowledge and Data Engineering · 2010 · 270 citations

Computing, Data Science, Forecasting +11

Multi-step forecasting for big data time series based on ensemble learning

A. Galicia, R. Talavera-Llames, Alicia Troncoso et al. · Knowledge-Based Systems · 2018 · 236 citations

Computing, Data Science, Forecasting +13

A Survey on Data Mining Techniques Applied to Electricity-Related Time Series Forecasting

Francisco Martínez‐Álvarez, Alicia Troncoso, G. Asencio–Cortés et al. · Energies · 2015 · 161 citations · Full text

Computing, Data Science, Electrical Engineering +17

A deep LSTM network for the Spanish electricity consumption forecasting

J. F. Torres, Francisco Martínez‐Álvarez, Alicia Troncoso · Neural Computing and Applications · 2022 · 160 citations · Full text

Computing, Computer Science, Electrical Engineering +17