Complex networks & their applications VI : proceedings of Complex Networks 2017 (The sixth International Conference on Complex Networks and Their Applications)
- Responsibility
- Chantal Cherifi, Hocine Cherifi, Márton Karsai, Mirco Musolesi, editors.
- Digital
- text file
- Publication
- Cham, Switzerland : Springer, [2018]
- Physical description
- 1 online resource (xxv, 1288 pages) : illustrations (some color)
- Series
- Studies in computational intelligence ; v. 689. 1860-949X
Online
Available online
More options
Description
Creators/Contributors
- Meeting
- International Workshop on Complex Networks and Their Applications (6th : 2017 : Lyon, France)
- Contributor
- Cherifi, Chantal, editor.
- Cherifi, Hocine, editor.
- Karsai, Márton, editor.
- Musolesi, Mirco, editor.
Contents/Summary
- Contents
-
- 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.
- (source: Nielsen Book Data)
- Publisher's summary
-
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 Complex Networks and their Applications (COMPLEX NETWORKS 2017), which took place in Lyon on November 29 - December 1, 2017. The carefully selected papers cover a wide range of theoretical topics such as network models and measures; community structure, network dynamics; diffusion, epidemics and spreading processes; resilience and control as well as all the main network applications, including social and political networks; networks in finance and economics; biological and ecological networks and technological networks.
(source: Nielsen Book Data)
Subjects
Bibliographic information
- Publication date
- 2018
- Title variation
- Complex networks & their applications 6
- Series
- Studies in computational intelligence, 1860-949X ; volume 689
- Note
- International conference proceedings.
- Includes author index.
- ISBN
- 9783319721507 (electronic bk.)
- 331972150X (electronic bk.)
- 9783319721491 (print)
- 3319721496
- DOI
- 10.1007/978-3-319-72150-7
