Scalable Pattern Recognition Algorithms : Applications in Computational Biology and Bioinformatics Paperback / softback
by Pradipta Maji, Sushmita Paul
Paperback / softback
Description
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.
Information
-
Item not Available
- Format:Paperback / softback
- Pages:304 pages, 64 Tables, black and white; 10 Illustrations, color; 45 Illustrations, black and white; X
- Publisher:Springer International Publishing AG
- Publication Date:23/08/2016
- Category:
- ISBN:9783319379654
Other Formats
- Hardback from £93.79
- PDF from £76.08
Information
-
Item not Available
- Format:Paperback / softback
- Pages:304 pages, 64 Tables, black and white; 10 Illustrations, color; 45 Illustrations, black and white; X
- Publisher:Springer International Publishing AG
- Publication Date:23/08/2016
- Category:
- ISBN:9783319379654