Cluster and Classification Techniques for the Biosciences (Paperback)

Language: English

Published by Cambridge University Press, Cambridge, 2006

0521618002 / 9780521618007

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Paperback. 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 2006 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 techniques. Important generic issues are discussed first and then the major families of algorithms are described. Throughout the focus is on explanation and understanding and readers are directed to other resources that provide additional mathematical rigour when it is required. Examples taken from across the whole of biology, including bioinformatics, are provided throughout the book to illustrate the key concepts and each technique's potential. This 2006 book provides an overview of clustering and classification methods (from long-established statistical methods to more recent machine learning techniques), written specifically for bioscientists. Examples are taken from across the life sciences, including bioinformatics, and are used throughout to illustrate key concepts, and the potential of each technique discussed. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.…

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Title
Cluster and Classification Techniques for the Biosciences (Paperback)
Author
Alan H. Fielding
Publisher
Cambridge University Press, Cambridge
Publication year
2006
Condition
new
Binding
Paperback
Language
English
ISBN 10
0521618002
ISBN 13
9780521618007
Edition
1st Edition

CitiRetail

Stevenage, United Kingdom

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AbeBooks seller since June 29, 2022

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