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Dynamics On and Of Complex Networks III
- Machine Learning and Statistical Physics Approaches
Engelsk Paperback
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Dynamics On and Of Complex Networks III
- Machine Learning and Statistical Physics Approaches
Engelsk Paperback

907 kr
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Om denne bog
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.
Product detaljer
Sprog:
Engelsk
Sider:
244
ISBN-13:
9783030146856
Indbinding:
Paperback
Udgave:
ISBN-10:
3030146855
Udg. Dato:
14 aug 2020
Længde:
0mm
Bredde:
155mm
Højde:
235mm
Forlag:
Springer Nature Switzerland AG
Oplagsdato:
14 aug 2020
Forfatter(e):
Kategori sammenhænge