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

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...

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Bibliographic Details
Main Author: Chen, Weizheng
Other Authors: Lihui Chen
Format: Thesis-Master by Coursework
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/158888
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Institution: Nanyang Technological University
Language: English