ENCODING MULTI-DIMENSIONAL INFORMATION FOR DEEP VISION LEARNING

Patent №

US 11,455,751

Granted

2022-09-27

Filed 2020

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17022220

A method, system, and computer program product for computer vision modeling are provided. The method identifies a set of transactions. A set of categorical behavior transaction types are determined for the set of transactions. The set of categorical behavior transaction types are mapped to a set of colors in a color coordinate system. The method scales color component values of the set of colors in the color coordinate system to generate a pattern of colorized units at intervals along a timespan of the set of transactions. The method generates a fraud detection model based on the set of transactions and the color component values.

Machine learningVisionKnowledge representationPlanningAI hardwareG06T 11/10G06T 11/206G06N 3/04G06N 3/0464G06N 3/08G06N 3/09G06N 20/00G06Q 20/4016+1 more

AI classification

Vision1.00
Machine learning0.89
AI hardware0.80
Planning0.73
Knowledge representation0.55
Evolutionary computation0.00
Natural language0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 537840040

Assignors

LU, SHUYAN, KELTON, EUGENE IRVING, MA, YI-HUI, WALCZYK, JOHN H., III

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

From the same owner

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