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Complex networks & their application...

International Workshop on Complex Networks and Their Applications (2017 :)

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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-電子資源 : Monograph/item
正題名/作者:	Complex networks & their applications VI/ edited by Chantal Cherifi ... [et al.].
其他題名:	proceedings of Complex Networks 2017 (The Sixth International Conference on Complex Networks and Their Applications) /
其他題名:	Complex networks and their applications 6
其他作者:	Cherifi, Chantal.
團體作者:	International Workshop on Complex Networks and Their Applications
出版者:	Cham :Springer International Publishing : : 2018.,
面頁冊數:	xxv, 1288 p. :ill. (some col.), digital ;24 cm.
內容註:	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.
Contained By:	Springer eBooks
標題:	Computer networks - Congresses. -
電子資源:	http://dx.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] :Complex networks and their applications 6edited by Chantal Cherifi ... [et al.]. - Cham :Springer International Publishing :2018. - xxv, 1288 p. :ill. (some col.), digital ;24 cm. - Studies in computational intelligence,v.6891860-949X ;. - Studies in computational intelligence ;v.689..

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:

569849
Computer networks
--Congresses.

LC Class. No.: TK5105.5

Dewey Class. No.: 004.6

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