MacCuish, John D. creator MacCuish, Norah E. text bibliography Electronic books. flu Boca Raton Taylor & Francis 2011 monographic eng

electronic

electronic resource

application/PDF 214 p. : ill. "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. (Publisher-supplied data) Introduction -- Data -- Clustering Forms -- Partitional Algorithms -- Cluster Sampling Algorithms - Hierarchical Algorithms -- Hybrid Algorithms -- Asymmetry -- Ambiguity -- Validation -- Large Scale and Parallel Algorithms. John D. MacCuish, Norah E. MacCuish. Includes bibliographical references and index. Also available in print edition. Mode of access: World Wide Web. Bioinformatics Mathematics Drug development Cluster analysis Computational biology 9781439816790 (ebook : PDF) http://marc.crcnetbase.com/isbn/9781439816790 http://marc.crcnetbase.com/isbn/9781439816790 BD-DhSAU 110310 20151012144309.0 CRC0KE10791PDF