System and method for organizing, compressing and structuring data for data mining readiness
AssigneesNorth Dakota State University, NDSU Research Foundation
InventorWilliam K. Perrizo
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AssigneesNorth Dakota State University, NDSU Research Foundation
InventorWilliam K. Perrizo
Estimating the term…
A system and method to take data, which is in the form of an n-dimensional array of binary data where the binary data is comprised of bits that are identified by a bit position within the n-dimensional array, and create one file for each bit position of the binary data while maintaining the bit position identification and to store the bit with the corresponding bit position identification from the binary data within the created filed. Once this bit-sequential format of the data is achieved, the formatted data is structured into a tree format that is data-mining-ready. The formatted data is structured by dividing each of the files containing the binary data into quadrants according to the bit position identification and recording the count of 1-bits for each quadrant on a first level. Then, recursively dividing each of the quadrants into further quadrants and recording the count of 1-bits for each quadrant until all quadrants comprise a pure-1 quadrant or a pure-0 quadrant to form a basic tree structure.
A method of structuring data in a data-mining-ready format, wherein said data has been previously organized in a bit-Sequential (bSQ) format that comprises a plurality of binary files identified by a bit position, said method comprising the steps of:
A system for structuring data in a data-mining-ready format, wherein said data has been previously organized in a bit-Sequential (bSQ) format that comprises a plurality of binary files identified by a bit position, said system comprising:
Dependencies are inferred from the claim text.