Network Models for Data Science

Network Models for Data Science
Author: Alan Julian Izenman
Publisher: Cambridge University Press
Total Pages: 501
Release: 2022-12-31
Genre: Mathematics
ISBN: 1108835767

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This is the first book to describe modern methods for analyzing complex networks arising from a wide range of disciplines.


Network Models for Data Science
Language: en
Pages: 501
Authors: Alan Julian Izenman
Categories: Mathematics
Type: BOOK - Published: 2022-12-31 - Publisher: Cambridge University Press

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This is the first book to describe modern methods for analyzing complex networks arising from a wide range of disciplines.
A Survey of Statistical Network Models
Language: en
Pages: 118
Authors: Anna Goldenberg
Categories: Computers
Type: BOOK - Published: 2010 - Publisher: Now Publishers Inc

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Networks are ubiquitous in science and have become a focal point for discussion in everyday life. Formal statistical models for the analysis of network data hav
Statistical Analysis of Network Data
Language: en
Pages: 397
Authors: Eric D. Kolaczyk
Categories: Computers
Type: BOOK - Published: 2009-04-20 - Publisher: Springer Science & Business Media

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In recent years there has been an explosion of network data – that is, measu- ments that are either of or from a system conceptualized as a network – from s
Algorithms and Models for Network Data and Link Analysis
Language: en
Pages: 549
Authors: François Fouss
Categories: Computers
Type: BOOK - Published: 2016-07-12 - Publisher: Cambridge University Press

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Network data are produced automatically by everyday interactions - social networks, power grids, and links between data sets are a few examples. Such data captu
Statistical Analysis of Network Data with R
Language: en
Pages: 214
Authors: Eric D. Kolaczyk
Categories: Computers
Type: BOOK - Published: 2014-05-22 - Publisher: Springer

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Networks have permeated everyday life through everyday realities like the Internet, social networks, and viral marketing. As such, network analysis is an import