Francisco Martínez‐Álvarez

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

A novel deep learning neural network approach for predicting flash flood susceptibility: A case study at a high frequency tropical storm area

Dieu Tien Bui, Nhat‐Duc Hoang, Francisco Martínez‐Álvarez et al. · The Science of The Total Environment · 2019 · 381 citations

Flash Flood, Engineering, Data Science +10

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 · 262 citations

Forecasting Methodology, Pattern Sequence Similarity, Engineering +15

Earthquake magnitude prediction in Hindukush region using machine learning techniques

Khawaja M. Asim, Francisco Martínez‐Álvarez, A. Basit et al. · Natural Hazards · 2016 · 243 citations

Engineering, Data Science, Seismology +10

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 · 230 citations

Forecasting Methodology, Probabilistic Forecasting, Engineering +13