The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Oct. 15, 2002
Filed:
Jun. 07, 2000
Nina Mishra, San Ramon, CA (US);
Meichun Hsu, Los Altos Hills, CA (US);
Umeshwar Dayal, Saratoga, CA (US);
Hewlett-Packard Company, Palo Alto, CA (US);
Abstract
A divide and conquer method clusters a set of points to identify at least one centroid. A plurality of “r” subsets of points from the set of points are assigned into “r” partitions. The computer processes the subset of points to generate a plurality of partition centroids, Q, k for each of the r partitions, so as to optimize a clustering metric. The partition centroids are merged into a set of partition centroids, and are stored in main memory of the computer. Thereafter, the partition centroids are processed by accessing the memory to generate a plurality of centroids, c, one for each of the k clusters, so as to optimize a clustering metric. Data incremental and feature incremental divide and conquer techniques are disclosed. Furthermore, the divide and conquer technique has application for implementation in parallel processing computer systems.