Network Science

The course is devoted to investigation of complex structures such as, among others, computing, communication, transportation, social, biological or spatial networks, with particular interest in analysis, mining and visualization of networks.

Major topics:

• Networks and complex systems
• Random graphs
• Small world networks
• Scale free networks
• Growing network models
• Analysis and visualization of networks
• Robustness of networks
• Walking and searching on networks
• Spreading and traffic on networks
• Examples of networks: internet, social networks