Search Results for author: Kirstin Roster

Found 3 papers, 1 papers with code

Forecasting new diseases in low-data settings using transfer learning

1 code implementation7 Apr 2022 Kirstin Roster, Colm Connaughton, Francisco A. Rodrigues

Recent infectious disease outbreaks, such as the COVID-19 pandemic and the Zika epidemic in Brazil, have demonstrated both the importance and difficulty of accurately forecasting novel infectious diseases.

Time Series Analysis Transfer Learning

Neural Networks for Dengue Prediction: A Systematic Review

no code implementations22 Jun 2021 Kirstin Roster, Francisco A. Rodrigues

We summarize the relative performance of neural networks and comparator models, model architectures and hyper-parameters, as well as choices of input features.

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