Network Algorithms, Data Mining, and Applications (inbunden)
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Format
Inbunden (Hardback)
Språk
Engelska
Antal sidor
244
Utgivningsdatum
2020-02-23
Upplaga
1st ed. 2020
Förlag
Springer Nature Switzerland AG
Medarbetare
Kalyagin, Valery A. / Pardalos, Panos M.
Illustrationer
43 Illustrations, color; 22 Illustrations, black and white; XIII, 244 p. 65 illus., 43 illus. in col
Dimensioner
234 x 156 x 16 mm
Vikt
540 g
Antal komponenter
1
Komponenter
1 Hardback
ISBN
9783030371562
Network Algorithms, Data Mining, and Applications (inbunden)

Network Algorithms, Data Mining, and Applications

NET, Moscow, Russia, May 2018

Inbunden Engelska, 2020-02-23
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This proceedings presents the result of the 8th International Conference in Network Analysis, held at the Higher School of Economics, Moscow, in May 2018. The conference brought together scientists, engineers, and researchers from academia, industry, and government. Contributions in this book focus on the development of network algorithms for data mining and its applications. Researchers and students in mathematics, economics, statistics, computer science, and engineering find this collection a valuable resource filled with the latest research in network analysis. Computational aspects and applications of large-scale networks in market models, neural networks, social networks, power transmission grids, maximum clique problem, telecommunication networks, and complexity graphs are included with new tools for efficient network analysis of large-scale networks. Machine learning techniques in network settings including community detection, clustering, and biclustering algorithms are presented with applications to social network analysis.
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