Structural Analysis and Visualization of Networks

Posted on by Brandon Klein

Department of Data Analysis and Artificial Intelligence, School of Computer Science
National Research University Higher School of Economics
Winter-Spring 2015.
Instructor: Prof. Leonid Zhukov
Teaching assistant: Andrey Shestakov
Course Outline

    Introduction to network science
    Power laws
    Models of network formation
    Structure, nodes and links analysis
    Network communities
    Evolving networks and link prediction
    Diffusion and random walks
    Epidemics on networks
    Influence propagation and information cascades
    Network visualization