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

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Complex Networks & Their Applications VI/ edited by Chantal Cherifi, Hocine Cherifi, Márton Karsai, Mirco Musolesi.
其他題名:	Proceedings of Complex Networks 2017 (The Sixth International Conference on Complex Networks and Their Applications) /
其他作者:	Cherifi, Chantal.
面頁冊數:	XXV, 1288 p. 424 illus., 358 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Computational intelligence. -
電子資源:	https://doi.org/10.1007/978-3-319-72150-7
ISBN:	9783319721507

Complex Networks & Their Applications VI = Proceedings of Complex Networks 2017 (The Sixth International Conference on Complex Networks and Their Applications) /
Complex Networks & Their Applications VIProceedings of Complex Networks 2017 (The Sixth International Conference on Complex Networks and Their Applications) /[electronic resource] :edited by Chantal Cherifi, Hocine Cherifi, Márton Karsai, Mirco Musolesi. - 1st ed. 2018. - XXV, 1288 p. 424 illus., 358 illus. in color.online resource. - Studies in Computational Intelligence,6891860-949X ;. - Studies in Computational Intelligence,564.

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.

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.

ISBN: 9783319721507

Standard No.: 10.1007/978-3-319-72150-7doiSubjects--Topical Terms:

568984
Computational intelligence.

LC Class. No.: Q342

Dewey Class. No.: 006.3

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