Computational Intelligence approaches in forecasting demand of essential medical products

• 主要作者: Chung, Suhwan
• 其他作者: Jagath C Rajapakse
• 格式: Thesis-Master by Research
• 語言: English
• 出版: Nanyang Technological University 2025
• 主題: Computer and Information Science; Time series forecasting; Demand forecasting; Meta learning; Global forecasting; Cross-series forecasting
• 在線閱讀: https://hdl.handle.net/10356/182464

It’s widely accepted in the forecasting community that complex methodologies may not necessarily result in better out-of-sample predictions compared to simpler methods. The idea is backed by the numerous findings from influential forecasting competitions and previous literature. For instance, in t...