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Vertical Set Inner Product Technology (VSIP) provides an order of magnitude speed-up to clustering numeric data (both full-space clustering and subspace clustering).
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Invention Summary: Vertical Set Inner Product Technology (VSIP) provides an order of magnitude speed-up to clustering numeric data (both full-space clustering and subspace clustering onto any subspace—including oblique subspaces) by providing a horizontal calculation across vertical predicate-tree datasets. The ability to scale the computations to very large data sets is the significant improvement over traditional methods. Can be used in conjunction with P-Tree (Peano count) models and associated algorithms for datamining applications. Status: Licensed Exclusively in all Fields of Use and in all Territories