Dynamics On and Of Complex Networks III
Dynamics On and Of Complex Networks III
Buch
- Machine Learning and Statistical Physics Approaches
- Herausgeber: Fakhteh Ghanbarnejad, Rishiraj Saha Roy, Bivas Mitra, Jean-Charles Delvenne, Fariba Karimi
- Springer International Publishing, 05/2019
- Einband: Gebunden, HC runder Rücken kaschiert
- Sprache: Englisch
- ISBN-13: 9783030146825
- Bestellnummer: 8964373
- Umfang: 256 Seiten
- Nummer der Auflage: 19001
- Auflage: 1st ed. 2019
- Gewicht: 540 g
- Maße: 241 x 162 mm
- Stärke: 22 mm
- Erscheinungstermin: 14.5.2019
- Serie: Springer Proceedings in Complexity
Achtung: Artikel ist nicht in deutscher Sprache!
Weitere Ausgaben von Dynamics On and Of Complex Networks III
Klappentext
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.