Drivers of global surface urban heat islands: Surface property, climate background, and 2D/3D urban morphologies

On a Method to Measure Supervised Multiclass Model’s Interpretability: Application to Degradation Diagnosis (Short Paper)

Dagstuhl Research Online Publication Server · 2024 · 13.3K citations · Full text

Computing, Computer Science, Data Science +17

XGBoost: A Scalable Tree Boosting System

arXiv (Cornell University) · 2016 · 7.1K citations · Full text

Computing, Computer Science, Data Science +16

High-resolution mapping of global surface water and its long-term changes

Jean‐François Pekel, Andrew Cottam, Noel Gorelick et al. · Nature · 2016 · 5.1K citations

Natural Resources, Earth Sciences, Hydrology +14

Indices of landscape pattern

R. V. O’Neill, J.R. Krummel, Robert H. Gardner et al. · Landscape Ecology · 1988 · 1.6K citations

Natural Resources, Ecology, Landscape Ecology +12

Subset Selection in Regression

Technometrics · 2003 · 1.5K citations

Computing, Biostatistics, Machine Learning +8