DYNAMIC OUTLIER BIAS REDUCTION SYSTEM AND METHOD

Patent №

US 11,636,292

Granted

2023-04-25

Filed 2018

Owner

HSB SOLOMON ASSOCIATES, LLC

+1 more

Lab

AI components

5

ml · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16145544

In at least one embodiment, the present description is directed to a computer system, having at least components of a server, including a processor and a non-transient storage subsystem, storing a computer program including instructions that, when executed by the processor, cause the processor to at least: electronically receive a model for one or more operating conditions, one or more threshold criteria, and facility operating data for each respective facility of a plurality of facilities; validate the one or more threshold criteria to be one or more acceptable bias criteria; iteratively perform one or more iterations of outlier bias reduction in the facility operating data based on the model; determine, based on non-biased facility operating data, a non-biased performance standard for the one or more operating conditions; and track, based on the non-biased performance standard and the facility operating data, operating performance of each respective facility of the plurality of facilities.

Machine learningVisionKnowledge representationPlanningAI hardwareG06F 11/3447G06F 11/3452G06F 17/18G06F 18/10G06F 18/2193G06F 18/2433G06F 18/245G06N 5/04+3 more

AI classification

Planning1.00
Knowledge representation1.00
Machine learning0.99
AI hardware0.99
Vision0.82
Natural language0.05
Speech0.01
Evolutionary computation0.01

Ownership

HSB SOLOMON ASSOCIATES, LLC

assignment · 523770683

HARTFORD STEAM BOILER INSPECTION AND INSURANCE COMPANY

assignment · 523770770

Assignors

JONES, RICHARD B.

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

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