Detecting Hidden Layers from Spreading Dynamics on Complex Networks

• Published in: arXiv.org
• Main Authors: Gajewski, Łukasz G, Chołoniewski, Jan, Wilinski, Mateusz
• Format: Paper Journal Article
• Language: English
• Published: Ithaca Cornell University Library, arXiv.org 25.07.2021
• Subjects: Computer Science - Social and Information Networks; Multilayers; Networks; Physics - Data Analysis, Statistics and Probability; Physics - Physics and Society; Physics - Statistical Mechanics

When dealing with spreading processes on networks it can be of the utmost importance to test the reliability of data and identify potential unobserved spreading paths. In this paper we address these problems and propose methods for hidden layer identification and reconstruction. We also explore the...