Cluster and Classification Techniques for the Biosciences 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Fielding, Alan 作者

Cambridge Univ Pr

译者

2006-12 出版日期

258 页数

$ 164.98 价格

HRD

丛书系列

9780521852814 图书编码

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Cluster and Classification Techniques for the Biosciences 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Cluster and Classification Techniques for the Biosciences 在线电子书 pdf 下载 txt下载 epub 下载 mobi 在线电子书下载

Cluster and Classification Techniques for the Biosciences 在线电子书图书描述

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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