Method for quickly inferring the mechanisms of large-scale complex networks based on the census of subgraph concentrations

DOI10.1007/s11424-009-9161-yzbMath1300.93027OpenAlexW1974473712MaRDI QIDQ473025

Xiaorong Chen, Bo Yang

Publication date: 21 November 2014

Published in: Journal of Systems Science and Complexity (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11424-009-9161-y

zbMATH Keywords

model evaluationlarge-scale complex networksmechanism-inferringsubgraph census

Mathematics Subject Classification ID

Stochastic network models in operations research (90B15) Large-scale systems (93A15)

Uses Software

• AdaBoost.MH

Cites Work

• Unnamed Item
• Finding and counting given length cycles
• A decision-theoretic generalization of on-line learning and an application to boosting
• Statistical mechanics of complex networks
• Emergence of Scaling in Random Networks
• The Structure and Function of Complex Networks
• A Fast Approximation Algorithm for Computing the Frequencies of Subgraphs in a Given Graph
• Collective dynamics of ‘small-world’ networks