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Ship trajectory prediction based on transformer model
2022 4th International Conference on Data-driven Optimization of Complex Systems (DOCS), 2022Kaihang Kang, Chuang Zhang, Chen Guo
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Ship trajectory prediction model based on transformer
Second International Conference on Electronic Information Engineering, Big Data, and Computer Technology (EIBDCT 2023), 2023Na Li, YaoLiang Huang, DaPeng Jiang
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A Ship Trajectory Analysis and Prediction System
2023 2nd International Conference on Artificial Intelligence and Computer Information Technology (AICIT), 2023openaire +1 more source
Ship Trajectory Prediction Based On ST-LSTM
2022 14th International Conference on Signal Processing Systems (ICSPS), 2022Guo Qiang, Wu You
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PGL: A short-time model for ship trajectory prediction
Journal of NavigationAbstractShip trajectory prediction plays a critical role in collision detection and risk assessment. To enhance prediction accuracy and efficiency, a novel hybrid particle swarm optimisation (PSO) and grey wolf optimisation (GWO) long, short-term memory (LSTM) network model is proposed (PGL model).
Hao Chen, Daqi Zhu, Mingzhi Chen
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A novel approach using ship manoeuvring database for ship trajectory prediction
2023A. Zhang, S. Hong, Q. Yu
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A novel clustering method for ship trajectory prediction
2024 2nd International Conference on Computer, Vision and Intelligent Technology (ICCVIT)Junjie Yang +3 more
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Ship trajectory prediction model based on PSO-LSTM
2022 3rd International Conference on Big Data, Artificial Intelligence and Internet of Things Engineering (ICBAIE), 2022Jungang Wang +3 more
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