Computational Intelligence approaches in forecasting demand of essential medical products

• Main Author: Chung, Suhwan
• Other Authors: Jagath C Rajapakse
• Format: Thesis-Master by Research
• Language: English
• Published: Nanyang Technological University 2025
• Subjects: Computer and Information Science; Time series forecasting; Demand forecasting; Meta learning; Global forecasting; Cross-series forecasting
• Online Access: https://hdl.handle.net/10356/182464
• Institution: Nanyang Technological University

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...