Deliang Sun

A random forest model of landslide susceptibility mapping based on hyperparameter optimization using Bayes algorithm

Deliang Sun, Haijia Wen, Danzhou Wang et al. · Geomorphology · 2020 · 440 citations

Geotechnical Engineering, Hyperparameter Optimization, Rock Slide +11

Assessment of landslide susceptibility mapping based on Bayesian hyperparameter optimization: A comparison between logistic regression and random forest

Deliang Sun, Jiahui Xu, Haijia Wen et al. · Engineering Geology · 2020 · 350 citations

Geotechnical Engineering, Rock Slide, Engineering +12

A hybrid optimization method of factor screening predicated on GeoDetector and Random Forest for Landslide Susceptibility Mapping

Deliang Sun, Shuxian Shi, Haijia Wen et al. · Geomorphology · 2021 · 154 citations

Geotechnical Engineering, Hybrid Optimization Method, Rock Slide +12

Comparison of Random Forest Model and Frequency Ratio Model for Landslide Susceptibility Mapping (LSM) in Yunyang County (Chongqing, China)

Yue Wang, Deliang Sun, Haijia Wen et al. · International Journal of Environmental Research and Public Health · 2020 · 140 citations · Full text

Rock Slide, Environmental Monitoring, Engineering +16

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 et al. · Gondwana Research · 2022 · 129 citations

Hybrid Factors, Rock Slide, Engineering +9