Exploring node polysemy for network embedding

• Main Author: Lou, Mingqi
• Other Authors: Lihui CHEN
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/141009
• Institution: Nanyang Technological University

In real life, many complex systems are often presented in the form of data in network structure. Network embedding is a model to learn a low-dimensional feature vector from the nodes (or edges) of the network. Existing network embedding models map their respective attributes, links, and other inform...