A series of real networks invariants
Abstract
In this article we propose a generalization of two known invariants of real networks: degree and ksi-centrality. More precisely, we found a series of centralities based on Laplacian matrix, that have exponential distributions (power-law for the case $j = 0$) for real networks and different distributions for artificial ones.
Fields of Study & Subjects
Graph theory and applications
Complex Network Analysis Techniques
Opinion Dynamics and Social Influence
Publication details
- Journal / source
- arXiv (Cornell University)
- Publication date
- 5 January 2026
- Document type
- Preprint