Scalable Pattern Recognition Algorithms

Name: Scalable Pattern Recognition Algorithms
Brand: Springer International Publishing AG
SKU: 9783319056296
Price: 99.9 EUR
Availability: InStock

Applications in Computational Biology and Bioinformatics

Autor: Pradipta Maji, Sushmita Paul

Jazyk:

Väzba: Pevná

Vydavateľ: Springer International Publishing AG

Dostupnosť: Skladom u dodávateľa

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99.90 €

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

Informácie o knihe

Autor

Pradipta Maji, Sushmita Paul

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2014

Stránok

304

EAN

9783319056296

ISBN

3319056298

Enbook ID

02526862

Vydavateľ

Springer International Publishing AG

Hmotnosť

602

Rozmery

241 x 163 x 18

Kompletný popis

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

Informácie o knihe

Kompletný popis

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Zákazníci, ktorí si kúpili túto knihu, kúpili tiež