Graph Theory and Complex Networks

via @Werner / presentation slide

6. Network analysis
    6.1 Vertex degrees
        Degree distribution
        Degree correlations
    6.2 Distance statistics
    6.3 Clustering coefficient
        Some effects of clustering
        Local view
        Global view
    6.4 Centrality
 
8. Random networks
    7.1 Introduction
    7.2 Classical random networks
        Degree distribution
        Other metrics for random graphs
    7.3 Small worlds
    7.4 Scale-free networks
        Fundamentals
        Properties of scale-free networks
        Related networks
 
9. Social networks
    9.1 Social network analysis: introduction
    9.2 Some basic concepts
        Centrality and prestige
        Structural balance
        Cohesive subgroups
        Affiliation networks
    9.3 Equivalence
        Structural equivalence
        Automorphic equivalence
        Regular equivalence