{"product_id":"scalable-pattern-recognition-algorithms-applications-in-computational-biology-and-bioinformatics-von-pradipta-maji-sushmita-paul","title":"Scalable Pattern Recognition Algorithms","description":"This 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.\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783319379654\"\u003e\u003ch3\u003eApplications in Computational Biology and Bioinformatics\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783319056296\"\u003e\u003ch3\u003eApplications in Computational Biology and Bioinformatics\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9783319379654","offer_id":39426183200861,"sku":"9783319379654","price":106.99,"currency_code":"EUR","in_stock":true},{"title":"Hardcover - 9783319056296","offer_id":51615742342,"sku":"9783319056296","price":106.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/5069e541-3736-4e6e-9002-a51d1f27be4a.jpg?v=1775709576","url":"https:\/\/shop.autorenwelt.de\/en\/products\/scalable-pattern-recognition-algorithms-applications-in-computational-biology-and-bioinformatics-von-pradipta-maji-sushmita-paul","provider":"Autorenwelt Shop","version":"1.0","type":"link"}