Zizheng Guo

Comparisons of heuristic, general statistical and machine learning models for landslide susceptibility prediction and mapping

Faming Huang, Zhongshan Cao, Jianfei Guo et al. · CATENA · 2020 · 476 citations

Engineering, Geological Engineering, Geology +14

Landslide Susceptibility Prediction Based on Remote Sensing Images and GIS: Comparisons of Supervised and Unsupervised Machine Learning Models

Zhilu Chang, Zhen Du, Fan Zhang et al. · Remote Sensing · 2020 · 278 citations · Full text

Computing, Earth Sciences, Geoinformatics +14

Landslide susceptibility prediction based on a semi-supervised multiple-layer perceptron model

Faming Huang, Zhongshan Cao, Shui‐Hua Jiang et al. · Landslides · 2020 · 272 citations

Engineering, Earth Sciences, Geological Engineering +14

Landslide susceptibility zonation method based on C5.0 decision tree and K-means cluster algorithms to improve the efficiency of risk management

Zizheng Guo, Yu Shi, Faming Huang et al. · Geoscience Frontiers · 2021 · 216 citations · Full text

Computing, Geoinformatics, Geological Engineering +17

Fast physically-based model for rainfall-induced landslide susceptibility assessment at regional scale

Vicente Medina, Marcel Hürlimann, Zizheng Guo et al. · CATENA · 2021 · 183 citations · Full text

Engineering, Earth Sciences, Geological Engineering +16