Scalable Pattern Recognition Algorithms : Applications in Computational Biology and Bioinformatics
SWITZERLAND, 2014, Format: Hardback,
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Scalable Pattern Recognition Algorithms : Applications in Computational Biology and Bioinformatics

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Sellers ID Ingram B - 555

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Pages Count - 00328. Binding type - Hardcover. This item is NOT Returnable.

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.



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Label NameCatalogue No
Springer International Publishing AG 
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Barcode : 9783319056296
Barcode (Text) : 9783319056296

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