Complex Networks IX

Proceedings of the 9th Conference on Complex Networks CompleNet 2018

AvSean Cornelius,Kate Coronges

Häftad, Engelska, 2019

Del i serien Springer Proceedings in Complexity

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Beskrivning

This book aims to bring together researchers and practitioners working across domains and research disciplines to measure, model, and visualize complex networks.

Produktinformation

Utgivningsdatum:2019-06-07
Mått:155 x 235 x 20 mm
Vikt:557 g
Format:Häftad
Språk:Engelska
Serie:Springer Proceedings in Complexity
Antal sidor:350
Förlag:Springer International Publishing AG
ISBN:9783319892405

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Innehållsförteckning

Part I: Theory of Complex Networks.- On the Eccentricity Function in Graphs.- Density Decompositions of Networks.- 188 Fast Streaming Small Graph Canonization.- Silhouette for the Evaluation of Community Structures in Multiplex Networks.- Jaccard Curvature: An Efficient Proxy for Ollivier-Ricci Curvature in Graphs.- Combinatorial Miller-Hagberg Algorithm for Randomization of Dense Networks.- Proposal of Strategic Link Addition for Improving the Robustness of Multiplex Networks.- Part II: Graph Embeddings.- Embedding-Centrality: Generic Centrality Computation Using Neural Networks.- Fast Sequence Based Embedding with Diffusion Graphs.- Semi–supervised Graph Embedding Approach to Dynamic Link Prediction.- Modularity Optimization as a Training Criterion for Graph Neural Networks.- Part II: Network Dynamics.- Outer synchronization for General Weighted Complex Dynamical Networks Considering Incomplete Measurements of Transmitted Information.- Diffusive Phenomena in Dynamic Networks: A Data-driven Study.- Fractal Analyses of Networks of Integrate-and-Fire Stochastic Spiking Neurons.- Part IV: Network Science Applications.- Cultivating Tipping Points: Network Science in Teaching.- Terrorist Network Analyzed with an Influence Spreading Model.- Author Attribution using Network Motifs.- Complex Networks Reveal a Glottochronological Classification of Natural Languages.- A Percolation-based Thresholding Method with Applications in Functional Connectivity Analysis.- Discovering Patterns of Interest in IP Traffic Using Cliques in Bipartite Link Streams.- Router Level Topologies of Autonomous Systems.- Part V: Human Behavior and Social Networks.- Social Influence (Deep) Learning for Human Behavior Prediction.- Inspiration, Captivation, and Misdirection: Emergent Properties in Networks of Online Navigation.- Are Crisis Platforms Supporting Citizen Participation?.- Dynamic Visualization of Citation Networks and Detection of Influential Node Addition.- A Trust-Based News Spreading Model.- Discovering Mobility Functional Areas: A Mobility Data Analysis Approach.- Estimating Peer Influence Effects Under Homphily: Randomized Treatments and Insights.