Scalable Pattern Recognition Algorithms

Name: Scalable Pattern Recognition Algorithms
Brand: Springer International Publishing AG
SKU: 9783319056296
Price: 551.94 RON
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Applications in Computational Biology and Bioinformatics

Autor: Pradipta Maji, Sushmita Paul

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Legare: Copertă tare

Editura: Springer International Publishing AG

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551.94 lei

This book addresses the need for a unified framework describing how soft computing and machine learn...

Informații despre carte

Autor

Pradipta Maji, Sushmita Paul

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2014

Pagini

304

EAN

9783319056296

ISBN

3319056298

Enbook ID

02526862

Editura

Springer International Publishing AG

Greutate

602

Dimensiuni

241 x 163 x 18

Descriere completă

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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Scalable Pattern Recognition Algorithms

Applications in Computational Biology and Bioinformatics

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Descriere completă

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