DATA CLASSIFICATION METHODS USING MACHINE LEARNING TECHNIQUES

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United States of America Patent

APP PUB NO 20080086432A1
SERIAL NO

11752691

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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Methods for analyzing prior art are presented. One method includes training a classifier based on a search query; accessing a plurality of prior art documents; performing a document classification technique on at least some of the prior art documents using the classifier; and outputting identifiers of at least some of the prior art documents based on the classification thereof. Methods for adapting a patent classification to a shift in document content are also presented. Methods for matching documents to claims are presented. Methods for classifying a patent or patent application are also presented. Methods for classifying a patent or patent application are also presented.

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Patent Owner(s)

Patent OwnerAddress
KOFAX INC15211 LAGUNA CANYON ROAD IRVINE CA 92618

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Borrey, Roland Villa Park, CA 7 931
Caruso, Nicola Brunswick, MD 1 71
Schmidtler, Mauritius A R Escondido, CA 28 1440

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