Concepedia

A comparative study of empirical and ensemble machine learning algorithms in predicting air over-pressure in open-pit coal mine

Hoang Nguyen, Xuan-Nam Bui, Quang‐Hieu Tran, Pham Van Hoa, Dinh-An Nguyen, Le Thi Thu Hoa, Qui-Thao Le, Ngoc-Hoan Do, Tran Bao, Bui Hoang Bac,

Acta Geophysica · 2020 · 36 citations · 45 references

DOI

Concepts

References

45

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Greedy function approximation: A gradient boosting machine.

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

, , +17

Stochastic gradient boosting

Jerome H. Friedman · Computational Statistics & Data Analysis · 2002 · 7.1K citations

Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index

Andrea Saltelli, Paola Annoni, Ivano Azzini et al. · Computer Physics Communications · 2009 · 3.3K citations

, , +14

Assessment of advanced random forest and decision tree algorithms for modeling rainfall-induced landslide susceptibility in the Izu-Oshima Volcanic Island, Japan

Jie Dou, Ali P. Yunus, Dieu Tien Bui et al. · The Science of The Total Environment · 2019 · 600 citations

, , +16