Complex Network Analysis Techniques
This cluster of papers focuses on the statistical mechanics and dynamics of complex networks, exploring topics such as community structure, social influence, scale-free networks, epidemic spreading, centrality measures, random graphs, influence maximization, and small-world networks.
Papers listed on taxonomy pages are the top few works per node from the OpenAlex snapshot. That list is not exhaustive and is not an endorsement. The topic map and the journal registry remain separate: there is still no authoritative topic-to-venue or topic-to-organization edge. Search is a lexical lookup, not a claim that a venue publishes a topic.
Most cited
- Emergence of Scaling in Random Networks
- Fast unfolding of communities in large networks
- Statistical mechanics of complex networks
- The Structure and Function of Complex Networks
- Centrality in social networks conceptual clarification
- Community structure in social and biological networks
Most recent
- Multi-scale local network structure critically impacts epidemic spread and interventions
- Co-Opetitive Bridging Structure in Rumor Cascades: A Multilayer Overlapping Community Approach with Information-Theoretic Characterization
- Bridges of Königsberg to the Web: A Comparative Analysis Review of Graph Theory and the Mathematics of Networks
- Popularity-driven random walk graph convolutional networks
- KSGR: An Influential Node Identification Algorithm for Directed Networks Integrating Reverse Reachability and Structural Enhancement Mechanisms
- Identifying critical nodes in complex networks via Semiclustering Weighted Leverage Centrality