Concepedia

Thermokarst lake susceptibility assessment using machine learning models in permafrost landscapes of the Arctic

Rui Wang, Lanlan Guo, Yuting Yang, Hao Zheng, Hong Jia, Baijian Diao, Hang Li, Jifu Liu

The Science of The Total Environment · 2023 · 16 citations · 64 references

DOI

Concepts

References

64

Random Forests

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

Support-vector networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 40.5K citations · Full text

Greedy function approximation: A gradient boosting machine.

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

, , +17

A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting

Yoav Freund, Robert E. Schapire · Journal of Computer and System Sciences · 1997 · 20.3K citations

, , +14

Google Earth Engine: Planetary-scale geospatial analysis for everyone

Noel Gorelick, M. Hancher, Mike Dixon et al. · Remote Sensing of Environment · 2017 · 14K citations · Full text

, , +16