Patents by Inventor Georgy Shevlyakov

Georgy Shevlyakov has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Multilabel classification by a hierarchy
    Patent number: 9081854
    Abstract: A technique of extracting hierarchies for multilabel classification. The technique can process a plurality of labels related to a plurality of documents, using a clustering process, to cluster the labels into plurality of clusterings representing a plurality of classes. The technique classifies the documents and predicts a plurality of performance characteristics, respectively, for the plurality of clusterings. The technique selects at least one of the clusterings using information from the performance characteristics and adds the selected clustering into a resulting hierarchy.
    Type: Grant
    Filed: July 6, 2012
    Date of Patent: July 14, 2015
    Assignee: Hewlett-Packard Development Company, L.P.
    Inventors: Alexander Ulanov, German Sapozhnikov, Georgy Shevlyakov
  • MULTILABEL CLASSIFICATION BY A HIERARCHY
    Publication number: 20140012849
    Abstract: A technique of extracting hierarchies for multilabel classification. The technique can process a plurality of labels related to a plurality of documents, using a clustering process, to cluster the labels into plurality of clusterings representing a plurality of classes. The technique classifies the documents and predicts a plurality of performance characteristics, respectively, for the plurality of clusterings. The technique selects at least one of the clusterings using information from the performance characteristics and adds the selected clustering into a resulting hierarchy.
    Type: Application
    Filed: July 6, 2012
    Publication date: January 9, 2014
    Inventors: Alexander Ulanov, German Sapozhnikov, Georgy Shevlyakov