Development of finite memory neural fuzzy networks for lag-free improved time series forecasting

• Main Author: Subhrajit Samanta
• Other Authors: Jun Zhao
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/146938
• Institution: Nanyang Technological University

Time series modelling/ forecasting is one of the most popular areas of research in the machine learning and data science community. It has widespread applications across various domains from different sectors such as energy demand prediction, weather forecasting, wind speed forecasting, stock pri...