{"product_id":"paul-sushmita-scalable-pattern-recognition-algorithms-9783319056296","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.","brand":"Springer","offers":[{"title":"Default Title","offer_id":54704921542998,"sku":null,"price":0.0,"currency_code":"EUR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0925\/5829\/5382\/files\/product_image_9783319056296_1.jpg?v=1791019588","url":"https:\/\/www.momoxbooks.com\/products\/paul-sushmita-scalable-pattern-recognition-algorithms-9783319056296","provider":"momox","version":"1.0","type":"link"}