[HTML][HTML] Recurrent neural networks: A comprehensive review of architectures, variants, and applications

ID Mienye, TG Swart, G Obaido - Information, 2024 - mdpi.com
Recurrent neural networks (RNNs) have significantly advanced the field of machine learning
(ML) by enabling the effective processing of sequential data. This paper provides a …

[HTML][HTML] Ship trajectory prediction based on machine learning and deep learning: A systematic review and methods analysis

H Li, H Jiao, Z Yang - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
Ship trajectory prediction based on Automatic Identification System (AIS) data has attracted
increasing interest as it helps prevent collision accidents and eliminate potential …

Ship energy consumption analysis and carbon emission exploitation via spatial-temporal maritime data

X Chen, S Lv, W Shang, H Wu, J **
Y Li, M Liang, H Li, Z Yang, L Du, Z Chen - Engineering Applications of …, 2023 - Elsevier
Perceiving the future trend of Vessel Traffic Flow (VTF) in advance has great application
values in the maritime industry. However, using such big data from the Automatic …