Random walk centrality in interconnected multilayer networks
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Summary
The tensorial formalism recently proposed to characterize and investigate this kind of complex topologies is relied on, and two well known random walk centrality measures, the random walk betweenness and closeness centrality are extended to interconnected multilayer networks.
- Type
- article
- Published
- 2015-06-23
- Cited by
- 108
- References
- 45
- Access
- Open access
- OpenAlex
- https://openalex.org/W1159540256
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:17439270
Keywords
Centrality, Random walk, Statistical physics, Mathematics, Computer science
References
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- Emergence of network features from multiplexity
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- Mean first-passage time for random walks on undirected networks
- Tensor Decompositions and Applications
- Growing multiplex networks
- Robust Action and the Rise of the Medici, 1400-1434
- Diffusion dynamics on multiplex networks
- Centrality in social networks conceptual clarification
Cited by
- EIGENVECTOR-BASED CENTRALITY MEASURES FOR TEMPORAL NETWORKS
- Network models that reflect multiplex dynamics
- Information transfer in community structured multiplex networks
- Congestion induced by the structure of multiplex networks
- Nonlinear Dynamics on Interconnected Networks
- A biplex approach to PageRank centrality: From classic to multiplex networks.
- The new challenges of multiplex networks: Measures and models
- Measuring the dissimilarity of multiplex networks: An empirical study of international trade networks
- Random walks and diffusion on networks
- Sharp estimates for the personalized Multiplex PageRank
- Opinion-based centrality in multiplex networks: A convex optimization approach
- A new framework for dynamical models on multiplex networks
- Exploiting Multi-layer Graph Factorization for Multi-attributed Graph Matching
- Topologically biased random walk for diffusions on multiplex networks
- Multi-Attributed Graph Matching With Multi-Layer Graph Structure and Multi-Layer Random Walks
- Consistent multiple graph matching with multi-layer random walks synchronization
- The structure and dynamics of multiplex networks
- Targeted Damage to Interdependent Networks
- Structural Properties of multilayer Software Networks: a Case Study in Tomcat
- MultiNet: Scalable Multilayer Network Embeddings
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