Data Science and Complex Networks

Data Science and Complex Networks
Author: Guido Caldarelli
Publisher: Oxford University Press
Total Pages: 136
Release: 2016-11-10
Genre: Science
ISBN: 0191024023


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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.


Data Science and Complex Networks
Language: en
Pages: 136
Authors: Guido Caldarelli
Categories: Science
Type: BOOK - Published: 2016-11-10 - Publisher: Oxford University Press

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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 c
Data Science and Complex Networks
Language: en
Pages: 139
Authors: Guido Caldarelli
Categories: Business & Economics
Type: BOOK - Published: 2016 - Publisher: Oxford University Press

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This book guides the reader in the analysis of big-data by providing theoretical and practical instruments to tame the complexity of such systems. Together with
Complex Network Analysis in Python
Language: en
Pages: 330
Authors: Dmitry Zinoviev
Categories: Computers
Type: BOOK - Published: 2018-01-19 - Publisher: Pragmatic Bookshelf

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Construct, analyze, and visualize networks with networkx, a Python language module. Network analysis is a powerful tool you can apply to a multitude of datasets
Machine Learning in Complex Networks
Language: en
Pages: 345
Authors: Thiago Christiano Silva
Categories: Computers
Type: BOOK - Published: 2016-01-28 - Publisher: Springer

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This book presents the features and advantages offered by complex networks in the machine learning domain. In the first part, an overview on complex networks an
Mining Complex Networks
Language: en
Pages: 228
Authors: Bogumil Kaminski
Categories: Mathematics
Type: BOOK - Published: 2021-12-14 - Publisher: CRC Press

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This book concentrates on mining networks, a subfield within data science. Data science uses scientific and computational tools to extract valuable knowledge fr