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Author:   Sean Cornelius ,  Kate Coronges ,  Bruno Gonçalves ,  Roberta Sinatra
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   Softcover reprint of the original 1st ed. 2018
Weight:   0.563kg
ISBN:  

9783319892405

ISBN 10:   3319892401
Pages:   350
Publication Date:   07 June 2019
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand  
We will order this item for you from a manufactured on demand supplier.

Table of Contents

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.

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