Cong Liu
Doctoral Researcher
Doctoral Researcher
T212 Mechanical Engineering
Full researcher profile
https://research.aalto.fi/...
Forskningsgrupp
- Marine and Arctic Technology, Doctoral Researcher
Publikationer
A big data analytics method for the evaluation of maritime traffic safety using automatic identification system data
Quandang Ma, Huan Tang, Cong Liu, Mingyang Zhang, Dingze Zhang, Zhao Liu, Liye Zhang
2024
OCEAN AND COASTAL MANAGEMENT
A hybrid deep learning method for the prediction of ship time headway using automatic identification system data
Quandang Ma, Xu Du, Cong Liu, Yuting Jiang, Zhao Liu, Zhe Xiao, Mingyang Zhang
2024
Engineering Applications of Artificial Intelligence
Decision-support for winter navigation operations
Ketki Kulkarni, Mashrura Musharraf, Cong Liu, Pentti Kujala
2023
Factor analysis of icebreaker assistance operation for ice-going ships in the Baltic Sea
Cong Liu, Ketki Kulkarni, Mashrura Musharraf, Pentti Kujala
2023
Proceedings of the International Conference on Port and Ocean Engineering under Arctic Conditions, POAC
Navigation modes classification using a machine learning method
Cong Liu, Mashrura Musharraf, Ketki Kulkarni
2023
System-Level Simulation of Maritime Traffic in Northern Baltic Sea
Ketki Kulkarni, Fang Li, Cong Liu, Mashrura Musharraf, Pentti Kujala
2022
Proceedings of the 2022 Winter Simulation Conference, WSC 2022
A data mining method for automatic identification and analysis of icebreaker assistance operation in ice-covered waters
Cong Liu, Mashrura Musharraf, Fang Li, Pentti Kujala
2022
Ocean Engineering
BIG DATA ANALYTICS for ASSISTANCE OPERATION IDENTIFICATION in ICE-COVERED WATERS
Cong Liu, Mashrura Musharraf, Jarkko Toivola, Pentti Kujala
2022
Polar and Arctic Sciences and Technology
Automatic identification system data-driven model for analysis of ship domain near bridge-waters
Lei Jinyu, Liu Lei, Chu Xiumin, He Wei, Liu Xinglong, Liu Cong
2021
JOURNAL OF NAVIGATION
Is the spatial-temporal dependence model reliable for the short-term freight volume forecast of inland ports? A case study of the Yangtze River, China
Lei Liu, Yong Zhang, Chen Chen, Yue Hu, Cong Liu, Jing Chen
2021
Journal of Marine Science and Engineering