Continual learning and data analysis of time series data

• Main Author: Ke, Tangxin
• Other Authors: Soh Yeng Chai
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering
• Online Access: https://hdl.handle.net/10356/176923
• Institution: Nanyang Technological University

Time Series Data (TSD) has become the cornerstone of critical applications in various fields. However, temporal analysis faces a significant challenge called catastrophic forgetting, where previously acquired knowledge or skills are lost when learning new tasks. Therefore, this study aims to integra...