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Network Algorithms, Data Mining, and Applications - NET, Moscow, Russia, May 2018 (Paperback, 1st ed. 2020)
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Network Algorithms, Data Mining, and Applications - NET, Moscow, Russia, May 2018 (Paperback, 1st ed. 2020)
Series: Springer Proceedings in Mathematics & Statistics, 315
Expected to ship within 10 - 15 working days
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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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