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

• المؤلف الرئيسي: Chen, Weizheng
• مؤلفون آخرون: Lihui Chen
• التنسيق: Thesis-Master by Coursework
• اللغة: English
• منشور في: Nanyang Technological University 2022
• الموضوعات: Engineering::Computer science and engineering::Computer applications
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/158888

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...