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Springer Proceedings in Complexity

Dynamics On and Of Complex Networks III

Machine Learning and Statistical Physics Approaches

Editors: Ghanbarnejad, F., Saha Roy, R., Karimi, F., Delvenne, J.-C., Mitra, B. (Eds.)

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  • Presents views and results from leading experts in network science
  • Contains many illustrations, tables, as well as pseudocode samples
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eBook 118,99 €
price for Spain (gross)
  • ISBN 978-3-030-14683-2
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Hardcover 155,99 €
price for Spain (gross)
  • ISBN 978-3-030-14682-5
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  • Usually dispatched within 3 to 5 business days.
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About this book

This book bridges the gap between advances in the communities of computer science and physics--namely machine learning and statistical physics. It contains diverse but relevant topics in statistical physics, complex systems, network theory, and machine learning. Examples of such topics are: predicting missing links, higher-order generative modeling of networks, inferring network structure by tracking the evolution and dynamics of digital traces, recommender systems, and diffusion processes.
The book contains extended versions of high-quality submissions received at the workshop, Dynamics On and Of Complex Networks (doocn.org), together with new invited contributions. The chapters will benefit a diverse community of researchers. The book is suitable for graduate students, postdoctoral researchers and professors of various disciplines including sociology, physics, mathematics, and computer science.

Table of contents (10 chapters)

Table of contents (10 chapters)

Buy this book

eBook 118,99 €
price for Spain (gross)
  • ISBN 978-3-030-14683-2
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 155,99 €
price for Spain (gross)
  • ISBN 978-3-030-14682-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Dynamics On and Of Complex Networks III
Book Subtitle
Machine Learning and Statistical Physics Approaches
Editors
  • Fakhteh Ghanbarnejad
  • Rishiraj Saha Roy
  • Fariba Karimi
  • Jean-Charles Delvenne
  • Bivas Mitra
Series Title
Springer Proceedings in Complexity
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-14683-2
DOI
10.1007/978-3-030-14683-2
Hardcover ISBN
978-3-030-14682-5
Series ISSN
2213-8684
Edition Number
1
Number of Pages
X, 244
Number of Illustrations
8 b/w illustrations, 68 illustrations in colour
Topics