Semi-supervised RVFL-based neural networks for solving classification problems

• Main Author: Yao, Cheng Hui
• Other Authors: Ponnuthurai Nagaratnam Suganthan
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/154134
• Institution: Nanyang Technological University

Random Vector Functional Link (RVFL) is widely used on supervised tasks. However, in the real world, we often have a small number of labelled samples and many unlabelled samples. In this paper, we extend RVFLs for semi-supervised tasks based on Manifold Regularization (MR), thus expanding on the...