Browsing FGV EMAp - Escola de Matemática Aplicada by Author "Mussumeci, Elisa"

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A machine learning approach to dengue forecasting: comparing LSTM, Random Forest and Lasso

Mussumeci, Elisa
2018-04-12

We used the Infodengue database of incidence and weather time-series, to train predictive models for the weekly number of cases of dengue in 790 cities of Brazil. To overcome a limitation in the length of time-series ...