Ecosyste.ms: Papers

An open API service providing mapping between scientific papers and software projects that are mentioned in them.
All mentions data is based on the CZI Software Mentions dataset.

Papers: 10.1371/journal.pntd.0008056

https://doi.org/10.1371/journal.pntd.0008056

Machine learning and dengue forecasting: Comparing random forests and artificial neural networks for predicting dengue burden at national and sub-national scales in Colombia

Cited by: 33
Author(s): Naizhuo Zhao, Katia Charland, Mabel Carabalí, Elaine O. Nsoesie, Mathieu Maheu‐Giroux, Erin E. Rees, Mengru Yuan, César García Balaguera, Gloria Jaramillo Ramirez, Kate Zinszer
Published: about 4 years ago

Software Mentions 4

cran: randomForest
Breiman and Cutler's Random Forests for Classification and Regression
Papers that mentioned: 1,447
cran: xgboost
Extreme Gradient Boosting
Papers that mentioned: 207
pypi: PACE
Data Quality of Experimental Data
Papers that mentioned: 13,779
pypi: xgboost
XGBoost Python Package
Papers that mentioned: 207