Dynamics On and Of Complex Networks, Volume 2: Applications to Time-Varying Dynamical Systems - Softcover

Inhaltsangabe

Part I Online social media, Internet and WWW.- Dynamics in online social networks.- An empirical validation of growth models for complex networks.- On the routability of the Internet.- The evolution of layered protocol stacks leads to an hourglass-shaped architecture.- Opinion dynamics on coevolving networks.- Part II Community analysis.- A template for parallelizing the Louvain method for modularity Maximization.- Multi-scale modularity and dynamics in complex networks.- Evaluating the performance of clustering algorithms in networks.- Communities in evolving networks: definitions, detection and analysis Techniques.- Clustering hypergraphs for discovery of overlapping communities in folksonomies.- The stability of a graph partition: A dynamics-based framework for community detection.- Algorithms for finding motifs in large labeled networks.- Part III Diffusion, spreading, mobility and transport.- A dynamical network view of Lyon's V´elo'v shared bicycle System.- Generalized voter-like models on heterogeneous networks.- Epidemics on a stochastic model of temporal network.- Network-based information filtering algorithms: ranking and recommendation

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