Annual dilated convolution neural network for newbuilding ship prices forecasting

• المؤلفون الرئيسيون: Gao, Ruobin, Liu, Jiahui, Bai, Xiwen, Yuen, Kum Fai
• مؤلفون آخرون: School of Civil and Environmental Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2022
• الموضوعات: Engineering::Maritime studies; Convolution Neural Network; Shipping Market
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/162068
• المؤسسة: 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...