Complex Networks

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. 

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.
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