FAST CLUSTERING OF POSITION DATA FOR USER PROFILING

Patent №

US 8,359,181

Granted

2013-01-22

Filed 2010

Owner

QUALCOMM INCORPORATED

Lab

AI components

4

vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12715064

A method of position clustering includes maintaining a set of clusters by storing a rectangular boundary of each cluster in the set of clusters, a centroid within each cluster, and a number of the points within each cluster. The method further includes adding a point to a cluster in the set of clusters when the cluster bounds the point by adjusting the rectangular boundary of the cluster, the centroid within the cluster, and the number of the points within the cluster.

AI classification

Vision1.00
Planning1.00
AI hardware0.77
Knowledge representation0.64
Machine learning0.33
Evolutionary computation0.04
Natural language0.00
Speech0.00

Ownership

QUALCOMM INCORPORATED

assignment · 240100813

Assignors

MAO, YINIAN, MARSH, GENE

On an employer assignment, the assignors are typically the inventors.

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