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Author

Shiguan Liao

ORCID: 0000-0001-7694-7354
Observed ORCID: 0000-0001-7694-7354
OpenAlex ID: A5011023413
Exploring effects of ship traffic characteristics and environmental conditions on ship collision frequency
2020 · Jinxian Weng, Shiguan Liao, et al. · Maritime Policy & Management · 52
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Probabilistic Modeling of Maritime Accident Scenarios Leveraging Bayesian Network Techniques
2023 · Shiguan Liao, Jinxian Weng, et al. · Journal of Marine Science and Engineering · 34
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Effects of ship domain shapes on ship collision risk estimates considering collision frequency and severity
2023 · Jinxian Weng, Jiaxin Du, et al. · Ocean Engineering · 33
Towards sustainable port management: Data-driven global container ports turnover rate assessment
2023 · Dong Yang, Shiguan Liao, et al. · Transportation Research Part E Logistics and Transportation Review · 33
Integrating Bayesian Network and Cloud Model to Probabilistic Risk Assessment of Maritime Collision Accidents in China’s Coastal Port Waters
2024 · Zhuang Li, Xiaoming Zhu, et al. · Journal of Marine Science and Engineering · 16
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Methodology for Estimating Waterway Traffic Capacity at Shanghai Estuary of the Yangtze River
2019 · Jinxian Weng, Shiguan Liao, et al. · Journal of Navigation · 15
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Enhancing energy security through multi-scale network analysis: robustness in global crude oil shipping–trade networks
2025 · Lingye Zhang, Wan Su, et al. · Reliability Engineering & System Safety · 14
Risk performance analysis model of escort operation in Arctic waters via an integrated FRAM and Bayesian network
2024 · Zhuang Li, Xiaoming Zhu, et al. · Frontiers in Marine Science · 14
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A comprehensive method for causation analysis of ship–ice collision risk in Arctic waters
2023 · Zhuang Li, Xiaoming Zhu, et al. · Environmental Science and Pollution Research · 13
Optimizing ship traffic scheduling in LNG ports: An enhanced model incorporating navigation characteristics and night sailing risks
2025 · Shengping Dong, Guangyao Yang, et al. · Ocean Engineering · 7
Bayesian Regression Model for Estimating Economic Loss Resulting from Two-Ship Collisions
2019 · Jinxian Weng, Shiguan Liao, et al. · Transportation Research Record Journal of the Transportation Research Board · 7
Resilience of inland waterway networks: A Bayesian analysis of vessel trajectory data
2025 · Louise Lu Li, Dong Yang, et al. · Transportation Research Part D Transport and Environment · 4
From big data to decision support: a hybrid machine learning approach for strategic behavior of schedule recovery under service disruptions in global liner shipping
2026 · Lingye Zhang, Xingcan Fan, et al. · Transportation Research Part E Logistics and Transportation Review · 1
Emission-Reduction Decision-Making in a Shipping Logistics Service Supply Chain Under Carbon Cap-And-Trade Mechanisms: Based on Two-Way Cost Sharing of AI Technology
2026 · Guangsheng Zhang, Ran Yan, et al. · Systems
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Fast and accurate adjustment method for loading plan based on on-time arrival constraints of port logistics transportation
2026 · Zhaomin Zhang, Shiguan Liao · Evolutionary Intelligence
Works count: 15
Citation count: 243
H-index: 9
I10-index: 9
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