Complex Networks & Their Applications VI (eBook, PDF)

Proceedings of Complex Networks 2017 (The Sixth International Conference on Complex Networks and Their Applications)
Redaktion: Cherifi, Chantal; Musolesi, Mirco; Karsai, Márton; Cherifi, Hocine

• Format: PDF

Produktdetails

• Verlag: Springer International Publishing
• Seitenzahl: 1288
• Erscheinungstermin: 24. November 2017
• Englisch
• ISBN-13: 9783319721507
• Artikelnr.: 52997580

Autorenporträt

Inhaltsangabe

Part I: Network measures.- A comparison of approaches to computing betweenness centrality for large graphs.- Cycle-centrality in economic and biological networks.- A game theoretic neighbourhood-based relevance index.- The impact of partially missing communities on the reliability of centrality measures.- Consistent estimation of mixed memberships with successive projections.- Reducing pivots of approximated betweenness computation by hierarchically clustering complex networks.- Power network equivalents: a network science based k-means clustering method integrated with silhouette analysis.- Part II: Link Analysis and Ranking.- Newton's gravitational law for link prediction in social networks.- Efficient outlier detection in hyperedge streams using minHash and locality-sensitive hashing.- Layer-wise model stacking for link prediction in multilayer networks. Case of scientific collaboration networks.- Evolutionary community mining for link prediction in dynamic networks.- Rank aggregation for course sequence discovery.- Part III: Community Structure.- Community-based feature selection for credit card default prediction.- Tracking bitcoin users activity using community detection on a network of weak signals.