{"product_id":"9783030146825","title":"Dynamics On and Of Complex Networks III: Machine Learning and Statistical Physics Approaches","description":"\u003ch1\u003eDynamics On and Of Complex Networks III: Machine Learning and Statistical Physics Approaches\u003c\/h1\u003e \u003ch2\u003eGhanbarnejad, Fakhteh; Saha Roy, Rishiraj; Karimi, Fariba; Delvenne, Jean-Charles; Mitra, Bivas\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cdiv\u003eThis book bridges the gap between advances in the communities of computer science and physics--namely machine learning and statistical physics. It contains diverse but relevant topics in statistical physics, complex systems, network theory, and machine learning. Examples of such topics are: predicting missing links, higher-order generative modeling of networks, inferring network structure by tracking the evolution and dynamics of digital traces, recommender systems, and diffusion processes.\u003c\/div\u003e\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\u003cdiv\u003eThe book contains extended versions of high-quality submissions received at the workshop, Dynamics On and Of Complex Networks (doocn.org), together with new invited contributions. The chapters will benefit a diverse community of researchers. The book is suitable for graduate students, postdoctoral researchers and professors of various disciplines including sociology, physics, mathematics, and computer science.\u003c\/div\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2019-05-14\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003eISBN-13: 9783030146825\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-030-14683-2\u003c\/p\u003e \u003cp\u003eDimensions: 235.0cm x155.0cm\u003c\/p\u003e \u003cp\u003ePages: 244.0\u003c\/p\u003e ","brand":"Springer International Publishing","offers":[{"title":"Default Title","offer_id":45605904318604,"sku":"9783030146825","price":98.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783030146825.jpg?v=1767719672","url":"https:\/\/lateknightbooks.com\/products\/9783030146825","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}