ENGLISH

Clustering in Bioinformatics and Drug Discovery

Book information

Publisher
CRC Press
Year
2011
ISBN
978-1-4398-1678-3, 1439816786
Language
english
Format
PDF
Filesize
4 MB (4632063 bytes)
Series
Chapman & Hall/CRC Mathematical and Computational Biology
Pages
214\221
Time added
2013-11-12 04:12:10

Description

"This book presents an introduction to cluster analysis and algorithms in the context of drug discovery clustering applications. It provides the key to understanding applications in clustering large combinatorial libraries (in the millions of compounds) for compound acquisition, HTS results, 3D lead hopping, gene expression for toxicity studies, and protein reaction data. Bringing together common and emerging methods, the text covers topics peculiar to drug discovery data, such as asymmetric measures and asymmetric clustering algorithms as well as clustering ambiguity and its relation to fuzzy clustering and overlapping clustering algorithms"--Provided by publisher. Read more...

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