Vertical Set Inner Product Technology (VSIP) with Predicate Trees
RFT-159
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.
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File: rft-75_159_203.pdf
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Jonathan L. Tolstedt
Licensing Associate/Patent Agent
NDSU Research Foundation
Fargo, North Dakota
(701) 231-8173 Work
(701) 231-6661 Fax
http://www.ndsuresearchfoundation.org/