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US Patent 9256669 Stochastic document clustering using rare features

Patent 9256669 was granted and assigned to Securboration on February, 2016 by the United States Patent and Trademark Office.

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Patent
Patent

Patent attributes

Patent Applicant
Securboration
Securboration
Current Assignee
Securboration
Securboration
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
9256669
Date of Patent
February 9, 2016
Patent Application Number
14081790
Date Filed
November 15, 2013
Patent Primary Examiner
‌
Isaac M Woo
Patent abstract

Systems, methods, and apparatus for clustering resources using rare features are provided. For example, an environment includes an extraction module, an index module, and a cluster module. The extractions module identifies a set of resources and extracts a plurality of features from the resources. The plurality of features may be rare features. The index module identifies and generates a rare features index. The cluster module identifies at least two resources that share rare features, creates one or more clusters based on the identified at least two resources, and associates resources that share similar features with the one or more clusters. Resources that do not share similar features are not associated with the one or more clusters. Identifying at least two resources that share rare features is based at least upon a threshold.

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