Estimating daily bicycle counts with Strava data in rural and urban locations

Greedy function approximation: A gradient boosting machine.

Jerome H. Friedman · The Annals of Statistics · 2001 · 29K citations · Full text

Computing, Computer Science, Mathematics +17

Model Evaluation Guidelines for Systematic Quantification of Accuracy in Watershed Simulations

Daniel N. Moriasi, J. G. Arnold, M. W. Van Liew et al. · Transactions of the ASABE · 2007 · 13.2K citations

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A working guide to boosted regression trees

Jane Elith, John R. Leathwick, Trevor Hastie · Journal of Animal Ecology · 2008 · 6.5K citations · Full text

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An Ensemble Version of the E‐OBS Temperature and Precipitation Data Sets

Richard Cornes, Gerard van der Schrier, Else van den Besselaar et al. · Journal of Geophysical Research Atmospheres · 2018 · 1.9K citations · Full text

Natural Sciences, Earth Sciences, Meteorology +12

Generalized Boosted Models: A guide to the gbm package

Greg Ridgeway · 2006 · 769 citations

Computing, Biostatistics, Computer Science +15