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