Prediction of Vessel Traffic Volume in Ports Based on Improved Fuzzy Neural Network

The accurate prediction of vessel traffic volume (VTV) is very helpful to rational scheduling of port resources and reducing vessel accidents. However, the traditional VTV prediction methods face problems like the overfitting of historical data and prediction inaccuracy. To solve these problems, thi...

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Bibliographic Details
Main Authors: Guilian Su, Tian Liang, Mei Wang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9045982/