{"product_id":"9783319218571","title":"Artificial Intelligence: Foundations, Theory, and Algorithms","description":"\u003ch1\u003eArtificial Intelligence: Foundations, Theory, and Algorithms\u003c\/h1\u003e \u003ch2\u003eBolón-Canedo, Verónica; Sánchez-Maroño, Noelia; Alonso-Betanzos, Amparo\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book offers a coherent and comprehensive approach to feature subset selection in the scope of classification problems, explaining the foundations, real application problems and the challenges of feature selection for high-dimensional data.\u003c\/p\u003e\u003cp\u003eThe authors first focus on the analysis and synthesis of feature selection algorithms, presenting a comprehensive review of basic concepts and experimental results of the most well-known algorithms. \u003c\/p\u003e\u003cp\u003eThey then address different real scenarios with high-dimensional data, showing the use of feature selection algorithms in different contexts with different requirements and information: microarray data, intrusion detection, tear film lipid layer classification and cost-based features. The book then delves into the scenario of big dimension, paying attention to important problems under high-dimensional spaces, such as scalability, distributed processing and real-time processing, scenarios that open up new and interesting challenges for researchers.\u003c\/p\u003e\u003cp\u003eThe book is useful for practitioners, researchers and graduate students in the areas of machine learning and data mining.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2015-10-14\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003eISBN-13: 9783319218571\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-319-21858-8\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 147\u003c\/p\u003e ","brand":"Springer International Publishing","offers":[{"title":"Default Title","offer_id":46919386792076,"sku":"9783319218571","price":49.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783319218571.jpg?v=1774528620","url":"https:\/\/lateknightbooks.com\/products\/9783319218571","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}