A study on graph neural networks

• Main Author: Choo, Patricia Yu Wei
• Other Authors: Tay Wee Peng
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering; Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/167731
• Institution: Nanyang Technological University

This report investigates various Graph Neural Network (GNN) models and its performance and stability. GNNs have gained popularity in recent years because they are able to handle graph data structures, which are a common way to represent complex relationships between entities in many real-world appli...