Purohit Soft Computing for Biological Systems

Soft Computing for Biological Systems

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Beschreibung

This book explains how the biological systems and their functions are driven by genetic information stored in the DNA, and their expression driven by different factors. The soft computing approach recognizes the different patterns in DNA sequence and try to assign the biological relevance with available information.The book also focuses on using the soft-computing approach to predict protein-protein interactions, gene expression and networks. The insights from these studies can be used in metagenomic data analysis and predicting artificial neural networks.
Includes well-illustrated chapters for easy understanding of methodologies
Provides the most recent research in the area of soft-computing analysis
Discusses how the insights from various computational studies can be collated and ultimately exploited practically
Includes well-illustrated chapters for easy understanding of methodologies Provides the most recent research in the area of soft-computing analysis Discusses how the insights from various computational studies can be collated and ultimately exploited practically

Autor*in

Hemant J. Purohit

Themen in »Soft Computing for Biological Systems«

computation bioinformatics gene expression neural networks machine learning diagnostic prediction

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Details

ISBN: 9789811074547
Verlag: Springer Singapore
Erscheinung: 15.03.2018

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