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A series of real networks invariants

Published: January 5, 2026 | arXiv ID: 2601.02052v1

By: Mikhail Tuzhilin

Potential Business Impact:

Finds important nodes in networks using math.

Business Areas:
Professional Networking Community and Lifestyle, Professional Services

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.

Country of Origin
🇷🇺 Russian Federation

Page Count
21 pages

Category
Computer Science:
Social and Information Networks