Deep learning-powered vessel traffic flow prediction with spatial-temporal attributes and similarity grouping. - Yan Li 110; Maohan Liang; Huanhuan Li 001; Zaili Yang; Liang Du 005; Zhongshuo Chen (Eng. Appl. Artif. Intell., 2023)

Shipping market time series forecasting via an Ensemble Deep Dual-Projection Echo State Network. - Xuefei Song; Zhongshuo Chen (Comput. Electr. Eng., 2024)

Enhancing financial time series forecasting in the shipping market: A hybrid approach with Light Gradient Boosting Machine. - Xuefei Song; Zhongshuo Chen (Eng. Appl. Artif. Intell., 2024)

Advancements in Deep Learning Techniques for Time Series Forecasting in Maritime Applications: A Comprehensive Review. - Meng Wang; Xinyan Guo; Yanling She; Yang Zhou; Maohan Liang; Zhongshuo Chen (Inf., 2024)