SYSTEM AND METHOD FOR MINING PATTERNS FROM A DATASET

Patent №

US 6,772,152

Granted

2004-08-03

Filed 2001

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09814512

A system and method are provided for discovering significant patterns from a list of records in a dataset. Each record includes a set of items, and each significant pattern includes a subset of items such that a significance of the pattern exceeds a significance level. A significance is computed for each item in the list of records to determine significant items. The records are randomly sampled to select a sample portion of the records. Ambiguous patterns are identified against the sample portion of the records and verified against the entire list of records in the dataset.

AI classification

Planning1.00
Machine learning0.99
AI hardware0.98
Knowledge representation0.96
Vision0.46
Natural language0.10
Evolutionary computation0.07
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 116390677

Assignors

WANG, WEI, YANG, JIONG, YU, PHILIP SHI-LUNG

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

From the same owner

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