[DOWNLOAD] "Dynamics On and Of Complex Networks III" by Fakhteh Ghanbarnejad, Rishiraj Saha Roy, Fariba Karimi, Jean-Charles Delvenne & Bivas Mitra # Book PDF Kindle ePub Free
eBook details
- Title: Dynamics On and Of Complex Networks III
- Author : Fakhteh Ghanbarnejad, Rishiraj Saha Roy, Fariba Karimi, Jean-Charles Delvenne & Bivas Mitra
- Release Date : January 13, 2019
- Genre: Science & Nature,Books,Professional & Technical,Engineering,Nonfiction,Social Science,Mathematics,
- Pages : * pages
- Size : 24199 KB
Description
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.