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Network Algorithms, Data Mining, and Applications

Name: Network Algorithms, Data Mining, and Applications
Brand: Springer Nature Switzerland AG
SKU: 35380189
Price: 112.79 EUR
Availability: InStock
Author: Oleg Prokopyev
ISBN: 9783030371593

Oleg Prokopyev

Panos M. Pardalos

Valery A. Kalyagin

Idioma

Inglés

Libro Tapa blanda

Código Libristo: 35380189

Editores Springer Nature Switzerland AG, febrero 2021

This proceedings presents the result of the 8th International Conference in Network Analysis, held a... Descripción completa

Código Libristo: 35380189

276 b

112.79 €

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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.