{"product_id":"9783319056296","title":"Scalable Pattern Recognition Algorithms: Applications in Computational Biology and Bioinformatics","description":"\u003ch1\u003eScalable Pattern Recognition Algorithms: Applications in Computational Biology and Bioinformatics\u003c\/h1\u003e \u003ch2\u003eMaji, Pradipta; Paul, Sushmita\u003c\/h2\u003e \u003cp\u003eThis book addresses the need for a unified framework describing how soft computing and machine learning techniques can be judiciously formulated and used in building efficient pattern recognition models. The text reviews both established and cutting-edge research, providing a careful balance of theory, algorithms, and applications, with a particular emphasis given to applications in computational biology and bioinformatics. Features: integrates different soft computing and machine learning methodologies with pattern recognition tasks; discusses in detail the integration of different techniques for handling uncertainties in decision-making and efficiently mining large biological datasets; presents a particular emphasis on real-life applications, such as microarray expression datasets and magnetic resonance images; includes numerous examples and experimental results to support the theoretical concepts described; concludes each chapter with directions for future research and a comprehensive bibliography.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2014-04-04\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003eISBN-13: 9783319056296\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-319-05630-2\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 304\u003c\/p\u003e ","brand":"Springer International Publishing","offers":[{"title":"Default Title","offer_id":44807396688012,"sku":"9783319056296","price":98.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783319056296.jpg?v=1776542192","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783319056296","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}