{"product_id":"9783030247126","title":"SpringerBriefs in Intelligent Systems: Roles in A.I., Machine Learning, Social Networks, and Pattern Recognition","description":"\u003ch1\u003eSpringerBriefs in Intelligent Systems: Roles in A.I., Machine Learning, Social Networks, and Pattern Recognition\u003c\/h1\u003e \u003ch2\u003eMurty, M.N.; Biswas, Anirban\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eThe concepts of \u003ci\u003ecentrality\u003c\/i\u003e and \u003ci\u003ediversity\u003c\/i\u003e are highly important in search algorithms, and play central roles in applications of artificial intelligence (AI), machine learning (ML), social networks, and pattern recognition. This work examines the significance of centrality and diversity in representation, regression, ranking, clustering, optimization, and classification.\u003c\/p\u003e\n\n\u003cp\u003eThe text is designed to be accessible to a broad readership. Requiring only a basic background in undergraduate-level mathematics, the work is suitable for senior undergraduate and graduate students, as well as researchers working in machine learning, data mining, social networks, and pattern recognition. \u003c\/p\u003e\n\n\u003cp\u003e \u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2019-08-24\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783030247126\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-030-24713-3\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 94\u003c\/p\u003e ","brand":"Springer International Publishing","offers":[{"title":"Default Title","offer_id":45383446331532,"sku":"9783030247126","price":49.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783030247126.jpg?v=1775839902","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783030247126","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}