AUTOMATIC COMBINATORIC FEATURE GENERATION FOR ENHANCED MACHINE LEARNING

Patent №

US 11,636,391

Granted

2023-04-25

Filed 2020

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

7

ml · nlp · vision · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16830611

An approach is provided that automatically computes a number of feature combinations based on a set of subject matter fields that are selected from a set of subject matter fields and further based on qualifiers that correspond to the selected set of subject matter fields. A model in an artificial intelligence (AI) system is then trained using the computed plurality of feature combinations.

AI classification

Machine learning1.00
Natural language1.00
AI hardware1.00
Planning1.00
Knowledge representation0.99
Vision0.92
Evolutionary computation0.58
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 522330324

Assignors

PATTEN, WILLIE ROBERT, JR., KELTON, EUGENE IRVING, MA, YI-HUI, MCPHERSON, JACOB

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

From the same owner

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