Design continual learning algorithms for time series data

• Main Author: Jiang, Yueyao
• Other Authors: Jiang Xudong
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering
• Online Access: https://hdl.handle.net/10356/181857
• Institution: Nanyang Technological University

In recent years, significant achievements have been made in machine learning methods across various domains, including image classification, clustering, object detection, and product recommendation. However, traditional machine learning models typically cannot be updated after training, leading to t...