Scalable Pattern Recognition Algorithms

Name: Scalable Pattern Recognition Algorithms
Brand: Springer International Publishing AG
SKU: 9783319379654
Price: 105.19 EUR
Availability: InStock

Applications in Computational Biology and Bioinformatics

Автор: Pradipta Maji, Sushmita Paul

Език:

Корици: С меки корици

Издател: Springer International Publishing AG

Наличност: Външен склад

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105.19 € 205.74 лв

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

Информация за книгата

Автор

Pradipta Maji, Sushmita Paul

Език

Английски език

Корици

Книга - С меки корици

Издадена

2016

страници

304

EAN

9783319379654

ISBN

3319379658

Enbook ID

13633637

Издател

Springer International Publishing AG

Теглоt

4978

Размери

155 x 235 x 19

Пълно описание

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

Информация за книгата

Пълно описание

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Клиенти, които купиха тази книга, купиха също