Biological Knowledge Discovery Handbook : Preprocessing, Mining and Postprocessing of Biological Data Hardback
Edited by Mourad (University of Tunis El Manar, Tunisia) Elloumi, Albert Y. (University of Western Australia) Zomaya
Part of the Wiley Series in Bioinformatics series
Hardback
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Description
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. Written by top experts, Biological Knowledge Discovery Handbook: Preprocessing, Mining, and Postprocessing of Biological Data covers the three main phases of knowledge discovery (data preprocessing, data processing—also known as data mining—and data postprocessing) and analyzes both verification systems and discovery systems. BIOLOGICAL DATA PREPROCESSING Part A: Biological Data ManagementPart B: Biological Data ModelingPart C: Biological Feature ExtractionPart D Biological Feature Selection BIOLOGICAL DATA MINING Part E: Regression Analysis of Biological DataPart F Biological Data ClusteringPart G: Biological Data ClassificationPart H: Association Rules Learning from Biological DataPart I: Text Mining and Application to Biological DataPart J: High-Performance Computing for Biological Data Mining Combining sound theory with practical applications in molecular biology, Biological Knowledge Discovery Handbook is ideal for courses in bioinformatics and biological KDD as well as for practitioners and professional researchers in computer science, life science, and mathematics.
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Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Hardback
- Pages:1192 pages
- Publisher:John Wiley & Sons Inc
- Publication Date:31/01/2014
- Category:
- ISBN:9781118132739
Information
-
Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Hardback
- Pages:1192 pages
- Publisher:John Wiley & Sons Inc
- Publication Date:31/01/2014
- Category:
- ISBN:9781118132739