Zhiyang Liu

A comprehensive comparison among metaheuristics (MHs) for geohazard modeling using machine learning: Insights from a case study of landslide displacement prediction

Junwei Ma, Ding Xia, Yankun Wang et al. · Engineering Applications of Artificial Intelligence · 2022 · 115 citations · Full text

Rock Slide, Engineering, Machine Learning +18

Metaheuristic-based support vector regression for landslide displacement prediction: a comparative study

Junwei Ma, Ding Xia, Haixiang Guo et al. · Landslides · 2022 · 111 citations · Full text

Rock Slide, Engineering, Machine Learning +22

Towards Clinical Diagnosis: Automated Stroke Lesion Segmentation on Multi-Spectral MR Image Using Convolutional Neural Network

Zhiyang Liu, Chen Cao, Shuxue Ding et al. · IEEE Access · 2018 · 77 citations · Full text

Engineering, Brain Lesion, Diagnostic Imaging +21

A comparative study of mutual information-based input variable selection strategies for the displacement prediction of seepage-driven landslides using optimized support vector regression

Junwei Ma, Yankun Wang, Xiaoxu Niu et al. · Stochastic Environmental Research and Risk Assessment · 2022 · 71 citations

Geotechnical Engineering, Rock Slide, Engineering +14

A Comparative Study of Downlink MIMO Cellular Networks With Co-Located and Distributed Base-Station Antennas

Zhiyang Liu, Lin Dai · IEEE Transactions on Wireless Communications · 2014 · 58 citations · Full text