Cluster and Classification Techniques for the Bios
Material type: TextPublication details: Cambridge, UK Cambridge University Press 2007Description: xii, 246 p.: ill ; 26 cmISBN:- 9780521618007
- 570.285 FIE-C
Item type | Current library | Home library | Call number | Status | Date due | Barcode | |
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Book | Dept. of Computational Biology and Bioinformatics Processing Center | Dept. of Computational Biology and Bioinformatics | 570.285 FIE-C (Browse shelf(Opens below)) | Available | DCB1250 |
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570.285 DEY-B Bayesian Modeling in Bioinformatics | 570.285 ELE Elements of Computational Systems Biology | 570.285 ESS Essays of Bioinformatics | 570.285 FIE-C Cluster and Classification Techniques for the Bios | 570.285 FOU Foundations of Systems Biology: Using Cell Illustrator and Pathway Databases | 570.285 GAS-S Structural bioinformatics : Methods and protocols | 570.285 GHO-B Bioinformatics: Priciples and Applications |
Exploratory data analysis -- Cluster analysis -- Introduction to classification -- Classification algorithms -- Other classification methods -- Classification accuracy.
"Recent advances in experimental methods have resulted in the generation of enormous volumes of data across the life sciences. Hence clustering and classification techniques that were once predominantly the domain of ecologists are now being used more widely. This book provides an overview of these important data analysis methods, from long-established statistical methods to more recent machine learning techniques. It aims to provide a framework that will enable the reader to recognise the assumptions and constraints that are implicit in all such technique."--Jacket.
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