Multi-step time series forecasting

• Main Author: Lin, Jacky
• Other Authors: Vidya Sudarshan
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science
• Online Access: https://hdl.handle.net/10356/175371
• Institution: Nanyang Technological University

Time series forecasting has come a long way over the years, transitioning from statistical models, to machine learning models, and now to deep learning models. Transformer-based models have held the top spots for the state-of-the-art time series benchmarking, but recent trends have been deviating fr...