Wavelets meet transformers: an experimental approach to time series forecasting

• Main Author: Ng, Andrew Yong Kuan
• Other Authors: Yeo Chai Kiat
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science
• Online Access: https://hdl.handle.net/10356/175093
• Institution: Nanyang Technological University

Forecasting time series data accurately is paramount across a spectrum of disciplines ranging from finance to environmental science. In recent years, the application of advanced machine learning techniques, particularly deep learning models, has shown promising results in this field. This report del...