Rui Liu

Comparative Study of Convolutional Neural Network and Conventional Machine Learning Methods for Landslide Susceptibility Mapping

Rui Liu, Xin Yang, Chong Xu et al. · Remote Sensing · 2022 · 83 citations · Full text

Rock Slide, Convolutional Neural Network, Engineering +17

Landslide mapping based on a hybrid CNN-transformer network and deep transfer learning using remote sensing images with topographic and spectral features

Lei Wu, Rui Liu, Nengpan Ju et al. · International Journal of Applied Earth Observation and Geoinformation · 2023 · 59 citations · Full text

Incorporating Landslide Spatial Information and Correlated Features among Conditioning Factors for Landslide Susceptibility Mapping

Xin Yang, Rui Liu, Mei Yang et al. · Remote Sensing · 2021 · 55 citations · Full text

Rock Slide, Convolutional Neural Network, Engineering +18

Spatial prediction of groundwater potentiality using machine learning methods with Grey Wolf and Sparrow Search Algorithms

Rui Liu, Gulin Li, Liangshuai Wei et al. · Journal of Hydrology · 2022 · 54 citations

Hydrogeology, Groundwater Potentiality, Grey Wolf +10

Regularized Semi-non-negative Matrix Factorization for Hashing

Yong Chen, Hui Zhang, Xiaopeng Zhang et al. · IEEE Transactions on Multimedia · 2017 · 16 citations

Non-negative Matrix Factorization, Engineering, Machine Learning +18