Complexity Explorer Santa Fe Institute


Course Syllabus

Complex Networks, Karsai, Fleury, Unicomb

The course provides an introduction to complex network theory by walking through the established methods and the most recent techniques of modeling and analyzing structured complex systems. During the course we will define the general properties and measures of complex networks, fundamental network models (ER networks, SW networks, BA networks), structural phase-transitions, node and link centrality measures, network modularity and community detection methods, temporal, multiplex and spatial networks, and network construction practical analysis.

Institution
École Normale Supérieure de Lyon
Author
Márton Karsai, Eric Fleury, Samuel Unicomb
Topics
Networks, Scaling, Complex Systems
URL
http://perso.ens-lyon.fr/marton.karsai/Marton_Karsai/complexnet.html