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Scalable Pattern Recognition Algorithms : Applications in Computational Biolo...
- Item No : 357224738574
- Condition : Like New
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- Seller : greatbookprices1
- Current Bid : US $164.69
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* Item Description
- Scalable Pattern Recognition Algorithms : Applications in Computational Biology and Bioinformatics, Hardcover by Maji, Pradipta; Paul, Sushmita, ISBN 3319056298, ISBN-13 9783319056296, Like New Used, Free shipping in the US
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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