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US Patent 8014591 Robust pattern recognition system and method using socratic agents

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Patent
Patent

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
8014591
Date of Patent
September 6, 2011
Patent Application Number
11898636
Date Filed
September 13, 2007
Patent Citations Received
0
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US Patent 11755912 Controlling distribution of training data to members of an ensemble
‌
US Patent 11915152 Learning coach for machine learning system
0
Patent Primary Examiner
‌
Aaron Carter
Patent abstract

A computer-implemented pattern recognition method, system and program product, the method comprising in one embodiment: creating electronically a linkage between a plurality of models within a classifier module within a pattern recognition system such that any one of said plurality of models may be selected as an active model in a recognition process; creating electronically a null hypothesis between at least one model of said plurality of linked models and at least a second model among said plurality of linked models; accumulating electronically evidence to accept or reject said null hypothesis until sufficient evidence is accumulated to reject said null hypothesis in favor of one of said plurality of linked models or until a stopping criterion is met; and transmitting at least a portion of the electronically accumulated evidence or a summary thereof to accept or reject said null hypothesis to a pattern classifier module.

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