ON-THE-FLY PATTERN RECOGNITION WITH CONFIGURABLE BOUNDS

Patent №

US 7,792,850

Granted

2010-09-07

Filed 2007

Owner

SONICWALL, INC.

Lab

AI components

4

ml · nlp · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11881530

Some embodiments of on-the-fly pattern recognition with configurable bounds have been presented. In one embodiment, a pattern matching engine is configured based on user input, which may include values of one or more user configurable bounds on searching. Then the configured pattern matching engine is used to search for a set of features in an incoming string. A set of scores is updated based on the presence of any of the features in the string while searching for the features. Each score may indicate a likelihood of the content of the string being in a category. The search is terminated if the end of the string is reached or if the user configurable bounds are met. After terminating the search, the scores are output.

Machine learningNatural languageKnowledge representationAI hardwareG06F 16/285G06F 3/0481G06F 7/02G06F 16/24578G06F 16/284G06F 16/355G06F 16/90344G06F 16/93+5 more

AI classification

Natural language1.00
Machine learning0.95
Knowledge representation0.94
AI hardware0.92
Planning0.05
Vision0.04
Evolutionary computation0.00
Speech0.00

Ownership

SONICWALL, INC.

assignment · 201610508

Assignors

RAFFILL, THOMAS E., ZHU, SHUNHUI, YANOVSKY, ROMAN, YANOVSKY, BORIS, GMUENDER, JOHN

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

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