COMPUTER-IMPLEMENTED METHOD FOR PERFORMING HIERARCHICAL CLASSIFICATION

Patent №

US 10,803,105

Granted

2020-10-13

Filed 2019

Owner

TAMR, INC.

Lab

AI components

6

ml · vision · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16704046

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 learningVisionSpeechKnowledge representationPlanningAI hardwareG06F 16/906G06F 16/353G06F 18/2178G06F 18/231G06F 18/24323G06F 18/41G06N 20/00G06N 20/20

AI classification

Machine learning1.00
AI hardware1.00
Planning1.00
Vision1.00
Knowledge representation1.00
Speech0.97
Natural language0.44
Evolutionary computation0.01

Ownership

TAMR, INC.

assignment · 512660763

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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