Continual learning for time series data analytics

• 主要作者: Zhong, Zhenlin
• 其他作者: Soh Yeng Chai
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2023
• 主題: Engineering::Electrical and electronic engineering
• 在線閱讀: https://hdl.handle.net/10356/168683

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...