Paula Freire

Analysis of the use of discrete wavelet transforms coupled with ANN for short-term streamflow forecasting

Paula Freire, Celso Augusto Guimarães Santos, Gustavo Barbosa Lima da Silva · Applied Soft Computing · 2019 · 111 citations

Forecasting Methodology, Engineering, Data Science +10

Daily streamflow forecasting in Sobradinho Reservoir using machine learning models coupled with wavelet transform and bootstrapping

Samuel Vitor Saraiva, Frede de Oliveira Carvalho, Celso Augusto Guimarães Santos et al. · Applied Soft Computing · 2021 · 104 citations

Streaming Data, Forecasting Methodology, Hydrological Prediction +12

Hybrid Wavelet Neural Network Approach for Daily Inflow Forecasting Using Tropical Rainfall Measuring Mission Data

Celso Augusto Guimarães Santos, Paula Freire, Richarde Marques da Silva et al. · Journal of Hydrologic Engineering · 2018 · 56 citations · Full text

Forecasting Methodology, Hydrological Prediction, Engineering +21

Automatic Calibration of the SHETRAN Hydrological Modelling System Using MSCE

Rong Zhang, Celso Augusto Guimarães Santos, Madalena Moreira et al. · Water Resources Management · 2013 · 34 citations · Full text

Hydrogeology, Engineering, Water Resources +9

Discrete wavelet transform coupled with ANN for daily discharge forecasting into Três Marias reservoir

Celso Augusto Guimarães Santos, Paula Freire, Gustavo Barbosa Lima da Silva et al. · Proceedings of the International Association of Hydrological Sciences · 2014 · 17 citations · Full text

Engineering, Wavelet Analysis, Discrete Wavelet Transform +21