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Presents an introduction to cluster analysis and algorithms in the context of drug discovery clustering applications. This book provides an understanding of the applications in clustering large combinatorial libraries for compound acquisition, HTS results, 3D lead hopping, gene expression for toxicity studies, and protein reaction data.