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Ebook: Cluster and Classification Techniques for the Biosciences -- download full version of the book
*** CLUSTER AND CLASSIFICATION TECHNIQUES FOR THE BIOSCIENCES *** by Alan H. Fielding  Click Here to Download this Ebook Type: eBook Released: 2007-00-00 Publisher: Cambridge University Press Page Count: 259 Format: pdf Language: English Description: 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 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. MORE EBOOKS: Ebook: Cambridge First Certificate in English 3 for Updated Exam Self-study Pack -- download full version of the book, by Cambridge Esol Ebook: Complex Orthogonal Space-Time Processing in Wireless Communications -- download full version of the book, by Alfred Mertins, Jennifer Seberry, Le Chung Tran, Tadeusz A. Wysocki Ebook: Pharmacophores and Pharmacophore Searches -- download full version of the book, by Gerd Folkers, Hugo Kubinyi, Raimund Mannhold, R?my D. Hoffmann, Thierry Langer Ebook: Biographical Encyclopedia of Scientists -- download full version of the book, by John Daintith MORE 110000 online books: eBooks, Audio Books - books on English, French, German, Italian, Spanish, ...other languages == eBooks ==
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