Deep neural networks for time series classification

• Main Author: Cheng, Wen Xin
• Other Authors: Ponnuthurai Nagaratnam Suganthan
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/170362
• Institution: Nanyang Technological University

Recently, deep neural networks are getting popular in various classification problems. Random Vector Functional Links (RVFL) are proposed for many tasks, such as classification, forecasting and visual tracking. Also, many Convolutional Neural Networks are being proposed for other tasks such as image...