Error modeling of demand patterns to improve forecasting accuracy

• المؤلف الرئيسي: Sa, Ziheng
• مؤلفون آخرون: Jagath C Rajapakse
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science; Error model; Time series forecast
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/175223
• المؤسسة: Nanyang Technological University

This study aims to estimate and model error patterns to reduce forecast error and improve forecast accuracy for time series data. The objective is to assess the impact of incorporating error patterns as features in long short-term memory and transformer neural network models. The research employs a...