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

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