Vessel Traffic Flow Prediction in Port Waterways Based on POA-CNN-BiGRU Model

Vessel traffic flow forecasting in port waterways is critical to improving safety and efficiency of port navigation. Aiming at the stage characteristics of vessel traffic in port waterways in time sequence, which leads to complexity of data in the prediction process and difficulty in adjusting the m...

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Bibliographic Details
Main Authors: Yumiao Chang, Jianwen Ma, Long Sun, Zeqiu Ma, Yue Zhou
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Journal of Marine Science and Engineering
Subjects:
Online Access:https://www.mdpi.com/2077-1312/12/11/2091
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