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US Patent 7853542 Method for grid-based data clustering

Patent 7853542 was granted and assigned to National Pingtung University of Science and Technology on December, 2010 by the United States Patent and Trademark Office.

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Current Assignee
National Pingtung University of Science and Technology
National Pingtung University of Science and Technology
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
7853542
Date of Patent
December 14, 2010
Patent Application Number
11958461
Date Filed
December 18, 2007
Patent Primary Examiner
‌
Michael Holmes
Patent abstract

A method for grid-based data clustering comprises: creating a feature space having a plurality of cubes by a computer and showing the feature space by an interface of the computer, disposing a plurality of data stored in a database into the cubes, and then defining a plurality of the cubes as populated cubes; identifying whether the data within each of the populated cubes being evenly distributed or not to define each populated cube as a major cube or minor cube; combining border data of the minor cubes with the data in the major cubes; and designating all the data combined with each other as in the same cluster and recursively processing the above procedures to cluster all the data stored in the database.

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