DATA CLASSIFICATION USING STOCHASTIC KEY FEATURE GENERATION

Patent №

US 7,209,908

Granted

2007-04-24

Filed 2003

Owner

MICROSOFT CORPORATION

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10666754

Data classification using stochastic key feature generation includes obtaining a set of training data having associated summaries. The set of training data and associated summaries are used to generate a key feature generation model. Another set of training data having associated categories is also obtained, and the key feature generation model is used to map this other set of training data to a set of vectors. A data classifier is then trained based on the set of vectors and the associated categories.

AI classification

Machine learning1.00
AI hardware1.00
Natural language1.00
Knowledge representation0.98
Planning0.93
Vision0.75
Speech0.00
Evolutionary computation0.00

Ownership

MICROSOFT CORPORATION

assignment · 145340056

Assignors

LI, CONG, WEN, JI-RONG, LI, HANG

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

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