Dynamics On and Of Complex Networks III [E-Book] : Machine Learning and Statistical Physics Approaches / edited by Fakhteh Ghanbarnejad, Rishiraj Saha Roy, Fariba Karimi, Jean-Charles Delvenne, Bivas Mitra.
Delvenne, Jean-Charles, (editor)
Ghanbarnejad, Fakhteh, (editor) / Karimi, Fariba, (editor) / Mitra, Bivas, (editor) / Saha Roy, Rishiraj, (editor)
1st edition 2019.
Cham : Springer, 2019
X, 244 pages 76 illustrations, 68 illustrations in color (online resource)
Springer Proceedings in Complexity
Full Text
Table of Contents:
  • Part1. Network Structure
  • Chapter1. An Empirical Study of the Effect of Noise Models on Centrality Metrics
  • Chapter2. Emergence and Evolution of Hierarchical Structure in Complex Systems
  • Chapter3. Evaluation of Cascading Infrastructure Failures and Optimal Recovery from a Network Science Perspective
  • Part2. Network Dynamics
  • Chapter4. Automatic Discovery of Families of Network Generative Processes
  • Chapter5. Modeling User Dynamics in Collaboration Websites
  • Chapter6. The Problem of Interaction Prediction in Link Streams
  • Chapter7. The Network Source Location Problem in the Context of Foodborne Disease Outbreaks
  • Part3. Theoretical Models and applications
  • Chapter8. Network Representation Learning using Local Sharing and Distributed Graph Factorization (LSDGF)
  • Chapter9. The Anatomy of Reddit: An Overview of Academic Research
  • Chapter10. Learning Information Dynamics in Social Media: A Temporal Point Process Perspective. .