Complex Networks & Their Applications VI
Springer International Publishing
978-3-319-72149-1 (ISBN)
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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.
Erscheint lt. Verlag | 27.11.2017 |
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Reihe/Serie | Studies in Computational Intelligence |
Zusatzinfo | XXV, 1288 p. 424 illus., 358 illus. in color. In 2 volumes, not available separately. |
Verlagsort | Cham |
Sprache | englisch |
Maße | 155 x 235 mm |
Gewicht | 2227 g |
Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
Technik | |
Schlagworte | complex networks • Complex Networks 2017 • network analysis • network dynamics • Network Models |
ISBN-10 | 3-319-72149-6 / 3319721496 |
ISBN-13 | 978-3-319-72149-1 / 9783319721491 |
Zustand | Neuware |
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