Course Details

Course details of EE5154
Course NoEE5154
Course TitleComplex Network Analysis
Course Content1. Introduction: motivation, examples of networks, review of basic graph theory2. Mathematics of networks: network representations, measures and metrics (centrality measures, homophily,)3. Network algorithms: community and cluster detection, graph partitioning, spectral methods4. Network models: random graph models (Poisson networks, small world networks,), growing random networks (preferential attachment, assortativity,)5. Diffusion through networks: spread of information and epidemics (percolation, models of diffusion), searching and learning in networks
Course Offered this semesterNo
Faculty Name