Cluster and Classification Techniques for the Biosciences 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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Fielding, Alan 作者

Cambridge Univ Pr

譯者

2006-12 出版日期

258 頁數

$ 164.98 價格

HRD

叢書系列

9780521852814 圖書編碼

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發表於2024-09-20

Cluster and Classification Techniques for the Biosciences 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2024

Cluster and Classification Techniques for the Biosciences 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2024

Cluster and Classification Techniques for the Biosciences 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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Cluster and Classification Techniques for the Biosciences 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Cluster and Classification Techniques for the Biosciences 在線電子書圖書描述

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.

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