Biological knowledge discovery handbook: preprocessing, mining and postprocessing of biological data
by Elloumi, Mourad Zomaya, Albert Y.
The first comprehensive overview of preprocessing, mining, and postprocessing of biological data Molecular biology is undergoing exponential growth in both the volume and complexity of biological data-and knowledge discovery offers the capacity to automate complex search and data analysis tasks. This book presents a vast overview of the most recent developments on techniques and approaches in the field of biological knowledge discovery and data mining (KDD)-providing in-depth fundamental and te…
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- Full title :Biological knowledge discovery handbook : preprocessing, mining and postprocessing of biological data / edited by Mourad Elloumi, Albert Y. Zomaya.
Summary
The first comprehensive overview of preprocessing, mining, and postprocessing of biological data Molecular biology is undergoing exponential growth in both the volume and complexity of biological data-and knowledge discovery offers the capacity to automate complex search and data analysis tasks. This book presents a vast overview of the most recent developments on techniques and approaches in the field of biological knowledge discovery and data mining (KDD)-providing in-depth fundamental and technical field information on the most important topics encountered.
Read More ↓Edition Statements
- Publication Date:©2014
Publication Statements
- Publisher(s):Wiley
- Place of Publication:Hoboken
- Language:eng
- Publication Date:©2014
Notes
Includes index.
The Physical Object
- Description:1 online resource (xxii, 1166 pages)
Edition Identifiers
- ISBN:9781118617151, 1118617150, 1118616324, 9781118616321, 1118853725, 9781118853726, 9781306290081, 1306290082
- oclc:ocn867318816
- LC Classification:QH324.2 .E45 2014
- Dewey Decimal:572.80285
Table of Contents
Biological data preprocessing: biological data management -- Biological data preprocessing: biological data modeling -- Biological data preprocessing: biological feature extraction -- Biological data preprocessing: biological feature selection -- Biological data mining: regression analysis of biological data -- Biological data minig: biological data clustering -- Biological data mining: biological data classification -- Biological data mining: association rules learning from biological data -- Biological data mining: text mining and application to biological data -- Biological data preprocessing: biological knowledge integration and visualization.
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