COMPUTER-IMPLEMENTED METHOD FOR PERFORMING HIERARCHIAL CLASSIFICATION

Patent №

US 11,782,966

Granted

2023-10-10

Filed 2022

Owner

TAMR, INC.

Lab

AI components

7

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

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17581148

Given a number of records and a number of target classes to which these records belong to, a (weakly) supervised machine learning classification method leverages known possibly dirty classification rules, efficiently and accurately learns a classification model from training data, and applies the learned model to the data records to predict their classes.

Machine learningNatural languageVisionKnowledge representationPlanningEvolutionary computationAI hardwareG06F 16/906G06F 16/353G06F 18/2178G06F 18/231G06F 18/24323G06F 18/41G06N 20/00G06N 20/20

AI classification

Machine learning1.00
Knowledge representation1.00
Vision1.00
AI hardware1.00
Natural language0.96
Evolutionary computation0.80
Planning0.62
Speech0.11

Ownership

TAMR, INC.

assignment · 587350162

Assignors

BESKALES, GEORGE, KRAEMER, JOHN, ILYAS, IHAB F., CLEARY, LIAM, ROOME, PAUL

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

From the same owner

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