Dieu Tien Bui

Spatial prediction models for shallow landslide hazards: a comparative assessment of the efficacy of support vector machines, artificial neural networks, kernel logistic regression, and logistic model tree

Dieu Tien Bui, Trần Anh Tuấn, Harald Klempe et al. · Landslides · 2015 · 1.3K citations

Computing, Geoinformatics, Geological Engineering +17

Machine learning methods for landslide susceptibility studies: A comparative overview of algorithm performance

Abdelaziz Merghadi, Ali P. Yunus, Jie Dou et al. · Earth-Science Reviews · 2020 · 1.1K citations

Computing, Geological Engineering, Geology +16

A comparative study of logistic model tree, random forest, and classification and regression tree models for spatial prediction of landslide susceptibility

Wei Chen, Xiaoshen Xie, Jiale Wang et al. · CATENA · 2016 · 920 citations

Computing, Earth Sciences, Geoinformatics +17

A comparative assessment of support vector regression, artificial neural networks, and random forests for predicting and mapping soil organic carbon stocks across an Afromontane landscape

Kennedy Were, Dieu Tien Bui, Øystein B. Dick et al. · Ecological Indicators · 2015 · 813 citations

Agriculture, Earth Sciences, Soil Sciences +15

A comparative assessment of decision trees algorithms for flash flood susceptibility modeling at Haraz watershed, northern Iran

Khabat Khosravi, Binh Thai Pham, Kamran Chapi et al. · The Science of The Total Environment · 2018 · 761 citations

Natural Resources, Hydrology, Water Resources Management +12