Classification of earthquakes, explosions and mining-induced earthquakes based on XGBoost algorithm

Greedy function approximation: A gradient boosting machine.

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

Computing, Computer Science, Mathematics +17

XGBoost: A Scalable Tree Boosting System

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

Computing, Computer Science, Data Science +16

Tectonic stress and the spectra of seismic shear waves from earthquakes

James N. Brune · Journal of Geophysical Research Atmospheres · 1970 · 5.2K citations

Natural Sciences, Earth Sciences, Geophysics +15

Spectrum estimation and harmonic analysis

David J. Thomson · Proceedings of the IEEE · 1982 · 4.5K citations

Computing, Data Science, Computational Acoustics +16

Toward safer highways, application of XGBoost and SHAP for real-time accident detection and feature analysis

Amir Bahador Parsa, Ali Movahedi, Homa Taghipour et al. · Accident Analysis & Prevention · 2019 · 1K citations · Full text

Engineering, Automotive Engineering, Computer Science +16