Data Science And Complex Networks

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Data Science And Complex Networks

Author : Guido Caldarelli
ISBN : 9780191024023
Genre : Science
File Size : 69.95 MB
Format : PDF, Mobi
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This book provides a comprehensive yet short description of the basic concepts of Complex Network theory. In contrast to other books the authors present these concepts through real case studies. The application topics span from Foodwebs, to the Internet, the World Wide Web and the Social Networks, passing through the International Trade Web and Financial time series. The final part is devoted to definition and implementation of the most important network models. The text provides information on the structure of the data and on the quality of available datasets. Furthermore it provides a series of codes to allow immediate implementation of what is theoretically described in the book. Readers already used to the concepts introduced in this book can learn the art of coding in Python by using the online material. To this purpose the authors have set up a dedicated web site where readers can download and test the codes. The whole project is aimed as a learning tool for scientists and practitioners, enabling them to begin working instantly in the field of Complex Networks.
Category: Science
Data Science and Complex Networks
Language: un
Pages: 136
Authors: Guido Caldarelli, Alessandro Chessa
Categories: Science
Type: BOOK - Published: 2016-11-10 - Publisher: Oxford University Press

This book provides a comprehensive yet short description of the basic concepts of Complex Network theory. In contrast to other books the authors present these concepts through real case studies. The application topics span from Foodwebs, to the Internet, the World Wide Web and the Social Networks, passing through the
Data Science and Complex Networks
Language: un
Pages:
Authors: Guido Caldarelli, Alessandro Chessa
Categories: Big data
Type: BOOK - Published: 2014 - Publisher:

This work guides the reader in the analysis of big-data by providing theoretical and practical instruments to tame the complexity of such systems. Together with support provided by the companion website, it constitutes a simple and useful handbook for data analysts.
Data Science and Complex Networks
Language: en
Pages: 136
Authors: Guido Caldarelli, Alessandro Chessa
Categories: Big data
Type: BOOK - Published: 2016-09-15 - Publisher: Oxford University Press

This book provides a comprehensive yet short description of the basic concepts of Complex Network theory. In contrast to other books the authors present these concepts through real case studies. The application topics span from Foodwebs, to the Internet, the World Wide Web and the Social Networks, passing through the
Complex Networks
Language: un
Pages: 594
Authors: Vito Latora, Vincenzo Nicosia, Giovanni Russo
Categories: Science
Type: BOOK - Published: 2017-09-30 - Publisher: Cambridge University Press

A comprehensive introduction to the theory and applications of complex network science, complete with real-world data sets and software tools.
Big Data of Complex Networks
Language: un
Pages: 320
Authors: Matthias Dehmer, Frank Emmert-Streib, Stefan Pickl, Andreas Holzinger
Categories: Computers
Type: BOOK - Published: 2016-08-19 - Publisher: CRC Press

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