Towards an Information Theory of Complex Networks: Statistical Methods and Applications by Matthias Dehmer
English | Aug 30, 2011 | ISBN: 0817649034 | 412 Pages | PDF | 5 MB
English | Aug 30, 2011 | ISBN: 0817649034 | 412 Pages | PDF | 5 MB
For over a decade, complex networks have steadily grown as an important tool across a broad array of academic disciplines, with applications ranging from physics to social media. A tightly organized collection of carefully-selected papers on the subject, Towards an Information Theory of Complex Networks: Statistical Methods and Applications presents theoretical and practical results about information-theoretic and statistical models of complex networks in the natural sciences and humanities. The book’s major goal is to advocate and promote a combination of graph-theoretic, information-theoretic, and statistical methods as a way to better understand and characterize real-world networks.
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