Fundamentals of Data Mining in Genomics and Proteomics

Fundamentals of Data Mining in Genomics and Proteomics (Paperback)

By Werner Dubitzky , Martin Granzow , Daniel P Berrar 
Publisher: Springer
Edition: Paperback
Language: English
ISBN: 8184891911
EAN: 9788184891911
Publish Date: 2008-1-12
Binding: Paperback
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Description

This book aims to present state-of-the-art analytical methods from statistics and data mining for the analysis of high-throughput data from genomics and proteomics. Research and development in genomics and proteomics depend on the analysis and interpretation of large amounts of data generated by high-throughput techniques. To exploit data obtained from experimental and observational studies, life scientists need to understand the analytical techniques and methods from statistics and data mining. These techniques are not easily accessible to life scientists working on genomics and proteomics problems, as the available material is presented from a highly mathematical perspective, favoring formal rigor over conceptual clarity and assessment of practical relevance. This book addresses these issues by adopting an approach focusing on concepts and applications. It presents key analytical techniques for the analysis of genomics and proteomics data by detailing their underlying principles, merits and limitations.

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Specification

Title: Fundamentals of Data Mining in Genomics and Proteomics
Publisher: Springer
Editor: Werner Dubitzky , Martin Granzow , Daniel P Berrar
Edition: Paperback
Language: English
ISBN: 8184891911
EAN: 9788184891911
Publish Date: 2008-1-12
Binding: Paperback

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