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Dynamics On and Of Complex Networks III
Fakhteh Ghanbarnejad • Rishiraj Saha Roy • Fariba Karimi • Jean-Charles Delvenne • Bivas Mitra
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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 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.
- Illustratör: 50 farbige Tabellen 50 schwarz-weiße und 50 farbige Abbildungen Bibliographie
- Format: Inbunden
- ISBN: 9783030146825
- Språk: Engelska
- Antal sidor: 244
- Utgivningsdatum: 2019-05-14
- Förlag: Springer Nature Switzerland AG