Cluster and Classification Techniques for the Biosciences

Name: Cluster and Classification Techniques for the Biosciences
Brand: Cambridge University Press
SKU: 9780521618007
Price: 297.26 RON
Availability: InStock

Autor: Alan H. Fielding

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Editura: Cambridge University Press

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297.26 lei

Advances in experimental methods have resulted in the generation of enormous volumes of data across...

Informații despre carte

Autor

Alan H. Fielding

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2006

Pagini

260

EAN

9780521618007

ISBN

0521618002

Enbook ID

02037619

Editura

Cambridge University Press

Greutate

532

Dimensiuni

260 x 180 x 14

Descriere completă

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.

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Cluster and Classification Techniques for the Biosciences

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