FAST FEATURE SELECTION METHOD AND SYSTEM FOR MAXIMUM ENTROPY MODELING

Patent №

US 7,324,927

Granted

2008-01-29

Filed 2003

Owner

ROBERT BOSCH GMBH

+3 more

AI components

7

ml · vision · speech · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10613366

A method to select features for maximum entropy modeling in which the gains for all candidate features are determined during an initialization stage and gains for only top-ranked features are determined during each feature selection stage. The candidate features are ranked in an ordered list based on the determined gains, a top-ranked feature in the ordered list with a highest gain is selected, and the model is adjusted using the selected top-ranked feature.

AI classification

Machine learning1.00
Evolutionary computation1.00
Vision1.00
AI hardware1.00
Knowledge representation0.98
Planning0.75
Speech0.70
Natural language0.20

Ownership

ROBERT BOSCH GMBH

assignment · 151800928

WENG, FULIANG

assignment · 153890639

ZHOU, YAQIAN

assignment · 153890639

BOARD OF TRUSTEES OF THE LELAND STANFORD JUNIOR UNIVERSITY, THE

assignment · 153890736

Assignors

WENG, FULIANG, ZHOU, YAQIAN

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

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