Dynamics on and of Complex Networks, Volume 2 : Applications to Time-Varying Dynamical Systems
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Overview
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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Details
- ISBN-13: 9781489999801
- ISBN-10: 1489999809
- Publisher: Birkhauser
- Publish Date: July 2015
- Dimensions: 9.21 x 6.14 x 0.75 inches
- Shipping Weight: 1.11 pounds
- Page Count: 343
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