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Browsing SoAS - Scholarly Publications by Author "Samatova, N.F."

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Browsing SoAS - Scholarly Publications by Author "Samatova, N.F."

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  • Distributed dimension reduction algorithms for widely dispersed data 
    Abu-Khzam, F.N.; Samatova, N.F.; Ostrouchov, G.; Langston, M.A.; Al Geist, G. (2018-04-24)
    It is well known that information retrieval, clustering and visualization can often be improved by reducing the dimensionality of high dimensional data. Classical techniques offer optimality but are much too slow for ...
  • Genome-scale computational approaches to memory-intensive applications in systems biology 
    Abu-Khzam, F.N.; Zhang, Yun; Baldwin, N.E.; Chesler, E.J.; Langston, M.A.; Samatova, N.F. (IEEE, 2017-03-20)
    Graph-theoretical approaches to biological network analysis have proven to be effective for small networks but are computationally infeasible for comprehensive genome-scale systems-level elucidation of these networks. The ...

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