Scalable Pattern Recognition Algorithms

Scalable Pattern Recognition Algorithms

Kobo ebook | March 20, 2014

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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.
Title:Scalable Pattern Recognition AlgorithmsFormat:Kobo ebookPublished:March 20, 2014Publisher:Springer International PublishingLanguage:English

The following ISBNs are associated with this title:

ISBN:9990044228694

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