Complex Networks & Their Applications VI Proceedings of Complex Networks 2017 (The Sixth International Conference on Complex Networks and Their Applications) /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Cherifi, Chantal (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Cherifi, Hocine (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Karsai, Márton (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Musolesi, Mirco (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Έκδοση: 1st ed. 2018.
• Σειρά: Studies in Computational Intelligence, 689
• Θέματα: Computational intelligence.; Artificial intelligence.; Computational Intelligence.; Artificial Intelligence.

This book highlights cutting-edge research in the field of network science, offering scientists, researchers, students and practitioners a unique update on the latest advances in theory and a multitude of applications. It presents the peer-reviewed proceedings of the VI International Conference on C...

Πίνακας περιεχομένων:

• 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.