EAN: 9783030146825

DYNAMICS ON AND OF COMPLEX NETWORKS III GEBUNDEN

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.

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