Research on berth occupancy prediction model based on attention mechanism

Research on berth occupancy prediction model based on attention mechanism

To solve the problem that the berth occupancy prediction accuracy decreases while the prediction step was increasing, a berth occupancy prediction model based on an attention mechanism was proposed, which was the multivariate time pattern information obtained by convolutional neural networks (CNN).T...

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Bibliographic Details
Main Authors: Zhurong WANG, Wei XUE, Yabang NIU, Ying’an CUI, Qindong SUN, Xinhong HEI
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2020-12-01
Series:Tongxin xuebao
Subjects:
time series prediction
berth occupancy prediction
attention mechanism
sequence-to-sequence model
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436X.2020241/
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http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436X.2020241/

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