{"product_id":"towards-an-information-theory-of-complex-networks-statistical-methods-and-applications-von-matthias-dehmer-frank-emmert-streib-alexander-mehler-hrsg","title":"Towards an Information Theory of Complex Networks","description":"\n                                \n                \u003cp\u003e\n                                        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, \n                    \n                    \u003ci\u003eTowards an Information Theory of Complex Networks: Statistical Methods and Applications\u003c\/i\u003e\n                                         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. \n                \n                \u003c\/p\u003e\n                                \n                \u003cp\u003eThis volume is the first to present a self-contained, comprehensive overview of information-theoretic models of complex networks with an emphasis on applications. As such, it marks a first step toward establishing advanced statistical information theory as a unified theoretical basis of complex networks for all scientific disciplines and can serve as a valuable resource for a diverse audience of advanced students and professional scientists. While it is primarily intended as a reference for research, the book could also be a useful supplemental graduate text in courses related to information science, graph theory, machine learning, and computational biology, among others.\u003c\/p\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9780817649036\"\u003e\u003ch3\u003eStatistical Methods and Applications\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Hardcover - 9780817649036","offer_id":51465582726,"sku":"9780817649036","price":106.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/7a73b75d-6210-43ec-b32d-607270b4fb3b.jpg?v=1772169012","url":"https:\/\/shop.autorenwelt.de\/products\/towards-an-information-theory-of-complex-networks-statistical-methods-and-applications-von-matthias-dehmer-frank-emmert-streib-alexander-mehler-hrsg","provider":"Autorenwelt Shop","version":"1.0","type":"link"}