Petros Drineas is a Greek-American computer scientist known for his contributions to the theory of data science and the development of Randomized Numerical Linear Algebra (RandNLA). In a 2012 paper and Drineas introduced CUR matrix approximation for improved big data analysis. Drineas' work on the application of principle component analysis to population genetics disproved the long-standing hypothesis that the Minoan civilization had North African origins. Drineas is a co-editor with Peter Bühlmann, Michael Kane and M. van der Laan of "Handbook of Big Data" published in 2016.
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