Data-driven sales/demand forecasting in supply chain 4.0 system

• Main Author: Chen, Weizheng
• Other Authors: Lihui Chen
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering::Computer applications
• Online Access: https://hdl.handle.net/10356/158888
• Institution: Nanyang Technological University

In this dissertation, a new deep network structure, called Global-Local Fusion Network, as well as two attention mechanisms, Spatial Fusion Attention and Cross Direction Attention, are proposed for univariate time-series prediction, especially for demand forecasting or sales forecasting proble...