Continual learning for time series data analytics

• المؤلف الرئيسي: Zhong, Zhenlin
• مؤلفون آخرون: Soh Yeng Chai
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2023
• الموضوعات: Engineering::Electrical and electronic engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/168683
• المؤسسة: 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...