Dynamics On and Of Complex Networks III (eBook, PDF)
eBook, PDF

Dynamics On and Of Complex Networks III (eBook, PDF)

Machine Learning and Statistical Physics Approaches

Redaktion: Ghanbarnejad, Fakhteh; Mitra, Bivas; Delvenne, Jean-Charles; Karimi, Fariba; Saha Roy, Rishiraj
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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 an...

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