Faming Huang

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 · 449 citations

Rock Slide, Engineering, Rock Slope +12

A deep learning algorithm using a fully connected sparse autoencoder neural network for landslide susceptibility prediction

Faming Huang, Jing Zhang, Chuangbing Zhou et al. · Landslides · 2019 · 422 citations

Convolutional Neural Network, Engineering, Machine Learning +6

Landslide displacement prediction based on multivariate chaotic model and extreme learning machine

Faming Huang, Jinsong Huang, Shui‐Hua Jiang et al. · Engineering Geology · 2017 · 293 citations

Geotechnical Engineering, Rock Slide, Earthquake Engineering +12

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 · 268 citations · Full text

Remote Sensing Images, Rock Slide, Image Analysis +14

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

Faming Huang, Zhongshan Cao, Shui‐Hua Jiang et al. · Landslides · 2020 · 259 citations

Geotechnical Engineering, Rock Slide, Engineering +12