Predict Vessel Traffic with Weather Conditions Based on Multimodal Deep Learning

Vessel management calls for real-time traffic flow prediction, which is difficult under complex circumstances (incidents, weather, etc.). In this paper, a multimodal learning method named Prophet-and-GRU (P&G) considering weather conditions is proposed. This model can learn both features of the long...

全面介紹

書目詳細資料

Principais autores:	Hu Xiao, Yan Zhao, Hao Zhang
格式:	Artigo
語言:	Inglês
出版:	MDPI AG 2022-12-01
叢編:	Journal of Marine Science and Engineering
主題:	vessel traffic prediction STL Prophet attention multimodal learning
在線閱讀:	https://www.mdpi.com/2077-1312/11/1/39
標簽:	添加標簽 沒有標簽, 成為第一個標記此記錄!