Listagem por autor "Mussumeci, Elisa"
Itens para a visualização no momento 1-3 of 3
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A machine learning approach to dengue forecasting: comparing LSTM, Random Forest and Lasso
Mussumeci, Elisa
2018-04-12We 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 ... -
Reconstructing news spread networks and studying its dynamics
Mussumeci, Elisa; Coelho, Flávio Codeço
2018-01-17News spread in internet media outlets can be seen as a contagious process forming temporal networks representing the influence between published articles. In this article we propose a methodology based on the application ... -
Reconstructing news spread networks and studying its dynamics
Mussumeci, Elisa; Coelho, Flávio Codeço
2017News spread can be seen as a contagious process in internet media outlets. This process can be transformed into a temporal network which represents the influence between published articles and between media outlets. In ...




