CLUSTER EVALUATION IN UNSUPERVISED LEARNING OF CONTINUOUS DATA

Patent №

US 10,242,087

Granted

2019-03-26

Filed 2017

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15593859

A data manager determines an appropriate number of clusters for continuous data using unsupervised learning. The data manager selects an appropriate number of clusters based on at least one temporal stability measure between continuous data from at least two time intervals.

Machine learningVisionKnowledge representationPlanningAI hardwareG06N 20/00G06F 16/285G06F 17/18G06F 18/23G06F 21/6227G06Q 30/0241G06N 3/006

AI classification

Machine learning1.00
Planning1.00
AI hardware1.00
Knowledge representation0.98
Vision0.86
Natural language0.31
Evolutionary computation0.01
Speech0.01

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 423550933

Assignors

SOCEANU, OMRI, GREENBERG, LEV, ADIR, ALLON

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

From the same owner

© 2026 NYSGPT2525 LLC