A data mining-then-predict method for proactive maritime traffic management by machine learning. - Zhao Liu; Wanli Chen; Cong Liu 023; Ran Yan 002; Mingyang Zhang (Eng. Appl. Artif. Intell., 2024)

A hybrid deep learning method for the prediction of ship time headway using automatic identification system data. - Quandang Ma; Xu Du; Cong Liu 023; Yuting Jiang; Zhao Liu; Zhe Xiao; Mingyang Zhang (Eng. Appl. Artif. Intell., 2024)

An ensemble machine learning model for predicting the need for icebreaker assistance in ice-covered waters. - Cong Liu 023; Mikko Suominen; Mashrura Musharraf (Eng. Appl. Artif. Intell., 2025)