Cluster and Classification Techniques for the Biosciences

Paperback / softback

Main Details

Title Cluster and Classification Techniques for the Biosciences
Authors and Contributors      By (author) Alan H. Fielding
Physical Properties
Format:Paperback / softback
Pages:260
Dimensions(mm): Height 244,Width 170
Category/GenreMaths for scientists
Biology, life sciences
ISBN/Barcode 9780521618007
ClassificationsDewey:570.151953
Audience
Professional & Vocational
Illustrations 58 Tables, unspecified; 62 Line drawings, unspecified

Publishing Details

Publisher Cambridge University Press
Imprint Cambridge University Press
Publication Date 14 December 2006
Publication Country United Kingdom

Description

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.

Author Biography

ALAN H. FIELDING is Senior Lecturer in the Division of Biology at Manchester Metropolitan University.

Reviews

"...the book contains quite a lot of useful material for those embarking in this area...." - Morven Leese, Biometrics