Continual learning for time series data analytics

• Main Author: Zhong, Zhenlin
• Other Authors: Soh Yeng Chai
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/168683
• Institution: Nanyang Technological University

Various traditional time-series forecasting models have been implemented in the past, including ARIMA, but they are limited in their ability to capture complex non-linear relationships and adjust to new data, leading to inaccurate predictions. The section also mentions some machine learning methodol...