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Clustering algorithms: on learning, validation, performance, and applications to genomics

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The development of microarray technology has enabled scientists to measure the expression of thousands of genes simultaneously, resulting in a surge of interest in several disciplines throughout biology and medicine. While data clustering has been used for dec... ...