Annual dilated convolution neural network for newbuilding ship prices forecasting

• Main Authors: Gao, Ruobin, Liu, Jiahui, Bai, Xiwen, Yuen, Kum Fai
• Other Authors: School of Civil and Environmental Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Maritime studies; Convolution Neural Network; Shipping Market
• Online Access: https://hdl.handle.net/10356/162068
• Institution: Nanyang Technological University

Anticipating newbuilding ship prices is crucial for participants in the dynamic shipping market. Although the researchers from forecasting and shipping have shown that the machine learning models outperform statistical ones, convolution neural networks are not investigated. The convolution neural ne...