Dynamics On and Of Complex Networks III. Machine Learning and Statistical Physics Approaches.

Ghanbarnejad, Fakhteh et al. (Eds.)

ISBN 10: 3030146820 / ISBN 13: 9783030146825

Published by Cham, Springer., 2019

About this Item

X, 244 p. Hardcover. Versand aus Deutschland / We dispatch from Germany via Air Mail. Einband bestoßen, daher Mängelexemplar gestempelt, sonst sehr guter Zustand. Imperfect copy due to slightly bumped cover, apart from this in very good condition. Stamped. Springer Proceedings in Complexity. Sprache: Englisch.

Seller Inventory # 34362AB

Bibliographic Details

• Title: Dynamics On and Of Complex Networks III. Machine Learning and Statistical Physics Approaches.
• Publisher: Cham, Springer.
• Publication Date: 2019
• Language: English
• ISBN 10: 3030146820
• ISBN 13: 9783030146825
• Binding: Hardcover
• Seller catalogs:
  • Physik

About this title

Synopsis

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.