书目名称 | Network Algorithms, Data Mining, and Applications | 副标题 | NET, Moscow, Russia, | 编辑 | Ilya Bychkov,Valery A. Kalyagin,Oleg Prokopyev | 视频video | | 概述 | Introduces state-of-the-art techniques in computer science and network analysis.Features new theoretical models and approaches for network analysis with new efficient tools.Presents a range of applica | 丛书名称 | Springer Proceedings in Mathematics & Statistics | 图书封面 |  | 描述 | 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, andbiclustering algorithms are presented with applications to social network analysis.. | 出版日期 | Conference proceedings 2020 | 关键词 | Network algorithms; Clusters; Information Theory; graph dissimilarities; Metaheuristics; Large-Scale Grap | 版次 | 1 | doi | https://doi.org/10.1007/978-3-030-37157-9 | isbn_softcover | 978-3-030-37159-3 | isbn_ebook | 978-3-030-37157-9Series ISSN 2194-1009 Series E-ISSN 2194-1017 | issn_series | 2194-1009 | copyright | Springer Nature Switzerland AG 2020 |
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