ENGLISH

Big Data of Complex Networks

By Frank Emmert-Streib , Matthias Dehmer

Book information

Publisher
CRC Press
Year
2016
Language
english
Format
PDF
Filesize
33 MB (34895968 bytes)
Pages
0\324
Time added
2016-11-10 15:43:56

Description

Big Data of Complex Networks presents and explains the methods from the study of big data that can be used in analysing massive structural data sets, including both very large networks and sets of graphs. As well as applying statistical analysis techniques like sampling and bootstrapping in an interdisciplinary manner to produce novel techniques for analyzing massive amounts of data, this book also explores the possibilities offered by the special aspects such as computer memory in investigating large sets of complex networks. Intended for computer scientists, statisticians and mathematicians interested in the big data and networks, Big Data of Complex Networks is also a valuable tool for researchers in the fields of visualization, data analysis, computer vision and bioinformatics.

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