Can I read Scalable Pattern Recognition Algorithms : Applications in Computational Biology and Bioinformatics on EtoBox?

Scalable Pattern Recognition Algorithms : Applications in Computational Biology and Bioinformatics by Pradipta Maji; Sushmita Paul is a book available to read on EtoBox.

What is Scalable Pattern Recognition Algorithms : Applications in Computational Biology and Bioinformatics about?

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. Erscheinungsdatum: 04.04.2014

Author

Pradipta Maji; Sushmita Paul

Publisher

Springer International Publishing : Imprint Springer, Springer International Publishing, Imprint Springer

Published

2014

Language

EN

ISBN

9783319056296

Subjects

Computer Science, Medical, Science