Rebecca Salles

Nonstationary time series transformation methods: An experimental review

Rebecca Salles, Kele Belloze, Fábio Porto et al. · Knowledge-Based Systems · 2018 · 119 citations

Engineering, Experimental Review, Econometrics +5

Evaluating temporal aggregation for predicting the sea surface temperature of the Atlantic Ocean

Rebecca Salles, P. P. de Mattos, A. Iorgulescu et al. · Ecological Informatics · 2016 · 27 citations

Climatology, Meteorology, Ocean Monitoring +9

TSPred: A framework for nonstationary time series prediction

Rebecca Salles, Esther Pacitti, Eduardo Bezerra et al. · Neurocomputing · 2021 · 14 citations · Full text

A framework for benchmarking machine learning methods using linear models for univariate time series prediction

Rebecca Salles, Laura Silva de Assis, Gustavo Paiva Guedes et al. · 2017 · 12 citations

Forecasting Methodology, Engineering, Machine Learning +18

Machine Learning Approaches to Extreme Weather Events Forecast in Urban Areas: Challenges and Initial Results

Fábio Porto, Mariza Ferro, Eduardo Ogasawara et al. · Supercomputing Frontiers and Innovations · 2022 · 12 citations · Full text