Zoo guide to network embedding

• Published in: Journal of physic, complexity Vol. 4; no. 4; pp. 42001 - 42025
• Main Authors: Baptista, A, Sánchez-García, R J, Baudot, A, Bianconi, G
• Format: Journal Article
• Language: English
• Published: IOP Publishing 01.12.2023; IOP
• Subjects: higher-order network; network analysis; network embedding; Physics; representation learning; higher-order network; network analysis; representation learning; network embedding

Networks have provided extremely successful models of data and complex systems. Yet, as combinatorial objects, networks do not have in general intrinsic coordinates and do not typically lie in an ambient space. The process of assigning an embedding space to a network has attracted great interest in...