Complex Networks

Syllabus: 

Introduction to complex networks, fundamentals of graph theory, network models: random, small world and free of scale, measures of centrality, Pagerank and Hits algorithms, community detection, dynamic processes in networks, urban networks and mobility. 

Bibliography

Mandatory: 

•    M. Newman, Networks: An Introduction. Oxford University Press, 2010 
•    E. Estrada, The Structure of Complex Networks: Theory and Applications, Oxford University Press, 2011.
•    Barrat, M. Barthélemy, A. Vespignani, Dynamical Processes on Complex Networks, Cambridge University Press, 2008 

Complementary: 

•    L. Barabasi Network Science (e-book): http://barabasilab.neu.edu/networksciencebook/
•    R. Cohen, S. Havlin, Complex Networks: Structure, Robustness and Function, Cambridge University Press, 2010
•    M. O. Jackson, Social and Economic Networks Paperback, Princeton University Press, 2010. 
•    D. Easley, J. Kleinberg, Networks, Crowds, and Markets: Reasoning About a Highly Connected World, Cambridge University Press, 2010 V. M. Newman, A.-L. Barabási, 
•    D. J. Watts, The Structure and Dynamics of Networks, Princeton University Press, 2006.