@inbook {Madrid2016, title = {Complexity and Structural Properties in Scale-free Networks}, booktitle = {Proceedings of the Artificial Life Conference 2016}, year = {2016}, pages = {730{\textendash}731}, abstract = {We apply formal information measures of emergence, self-organization and complexity to scale-free random networks, to explore their association with structural indicators of network topology. Results show that the cumulative number of nodes and edges coincides with an increment of the self-organization and relative complexity, and a loss of the emergence and complexity. Our approach shows a complementary way of studying networks in terms of information.}, author = {Yesid Madrid and Carlos Gershenson and Nelson Fern{\'a}ndez} }