Latest Articles for Network Analysis

Discover how random walks work in graphs and their real-life applications.

Explore how weighted graphs reflect relationships and behaviors in mathematics.

Using advanced models to analyze international trade relationships and their hidden structures.

Explore the fascinating world of games shaped by time and strategy.

Discover when Graph Attention Networks shine and when simpler methods prevail.

Discover how edge filtration enhances graph neural networks for better data representation.

Silencer framework enhances community detection amid noise for accurate network analysis.

Explore how Network Stochastic Differential Equations enhance our grasp of interconnected systems.

Mathematicians investigate a challenging conjecture about directed graphs and their connections.

Learn how local ultrametric approximations make graph distance calculations easier.