Maohan Liang

Deep Learning-Powered Vessel Trajectory Prediction for Improving Smart Traffic Services in Maritime Internet of Things

Ryan Wen Liu, Maohan Liang, Jiangtian Nie et al. · IEEE Transactions on Network Science and Engineering · 2022 · 205 citations

Artificial Intelligence, Maritime Internet, Engineering +18

STMGCN: Mobile Edge Computing-Empowered Vessel Trajectory Prediction Using Spatio-Temporal Multigraph Convolutional Network

Ryan Wen Liu, Maohan Liang, Jiangtian Nie et al. · IEEE Transactions on Industrial Informatics · 2022 · 158 citations

Engineering, Machine Learning, Network Analysis +16

An unsupervised learning method with convolutional auto-encoder for vessel trajectory similarity computation

Maohan Liang, Ryan Wen Liu, Shichen Li et al. · Ocean Engineering · 2021 · 110 citations · Full text

Image Analysis, Machine Learning, Data Science +10

Fine-Grained Vessel Traffic Flow Prediction With a Spatio-Temporal Multigraph Convolutional Network

Maohan Liang, Ryan Wen Liu, Yang Zhan et al. · IEEE Transactions on Intelligent Transportation Systems · 2022 · 110 citations

Geometric Learning, Convolutional Neural Network, Engineering +18

Unsupervised hierarchical methodology of maritime traffic pattern extraction for knowledge discovery

Huanhuan Li, Jasmine Siu Lee Lam, Zaili Yang et al. · Transportation Research Part C Emerging Technologies · 2022 · 83 citations

Engineering, Data Science, Data Mining +10