Author

Kirstin I. Oliveira Roster

Universidade de São PauloORCID 0000-0003-3468-2014Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Colm ConnaughtoniD· 1 shared Francisco A. RodriguesiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

2 top collaborators · 1 mutual co-author link

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Colm ConnaughtonORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintFeb 17, 2021

Predicting Dengue Fever in Brazilian Cities

Kirstin I. Oliveira Roster, Colm Connaughton, Francisco A. Rodrigues

This study develops a model to predict Dengue Fever cases in Brazilian cities one month ahead, finding that random forests with historical data yield the lowest errors.

3 citations

machine learning (classical)benchmarking

𝕏 PostBluesky