Patent №
US 7,870,136
Granted
2011-01-11
Filed 2007
Owner
HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P.
Lab
—
AI components
6
ml · nlp · vision · kr · evo · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
11753120
A method for clustering data using pairwise constraints that includes receiving a set of data for clustering, the set of data includes a plurality of data units; identifying soft pairwise constraints, each indicating a relationship between two of the plurality of data units in the set of data and having an associated confidence level indicating a probability that each pairwise constraint is present; and clustering the plurality of data units in the set of data into a plurality of data partitions based at least on a chunklet modeling technique that employs the soft pairwise constraints.
AI classification
Ownership
HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P.
assignment · 194120766
Assignors
COHEN, IRA, NELSON, BLAINE
On an employer assignment, the assignors are typically the inventors.