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Kirstin Roster

4 papers hereh-index 6231 citations14 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author2
  • last author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • eess.SP1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20212024
most citedNeural networks for dengue forecasting: a systematic review

6 citations · 8 across the 4 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2022★ 1 cited

Forecasting new diseases in low-data settings using transfer learning

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 n…

cs.LG2021★ 6 cited

Neural networks for dengue forecasting: a systematic review

Luiza Lober, Francisco A. Rodrigues, Kirstin Roster

Background: Early forecasts of dengue are an important tool for disease mitigation. Neural networks are powerful predictive models that have made contributions to many areas of pub…

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