Concepedia

Assessment of landslide susceptibility along mountain highways based on different machine learning algorithms and mapping units by hybrid factors screening and sample optimization

Deliang Sun, Qingyu Gu, Haijia Wen, Jiahui Xu, Yalan Zhang, Shuxian Shi, Mengmeng Xue, Xinzhi Zhou

Gondwana Research · 2022 · 136 citations · 58 references

References

58

Random Forests

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

Geographical Detectors‐Based Health Risk Assessment and its Application in the Neural Tube Defects Study of the Heshun Region, China

Jinfeng Wang, Xin‐Hu Li, George Christakos et al. · International Journal of Geographical Information Systems · 2010 · 2.6K citations

Social Sciences, Earth Sciences, Geography +17

Financial time series forecasting using support vector machines

Kyoung-jae Kim · Neurocomputing · 2003 · 1.7K citations

Computing, Data Science, Finance +14

Flood susceptibility assessment using GIS-based support vector machine model with different kernel types

Mahyat Shafapour Tehrany, Biswajeet Pradhan, Shattri Mansor et al. · CATENA · 2014 · 819 citations

Natural Resources, Geoinformatics, Hydrology +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

Computing, Earth Sciences, Geological Engineering +16