Patents by Inventor Jim Karkanias

Jim Karkanias 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).

  • Feature specification via semantic queries
    Patent number: 8756169
    Abstract: Technology is described that includes a method of feature specification via semantic queries. The method can include the operation of obtaining a data set having an identifier for each data row and a plurality of data features for each data row. A semantic query can be received that can be applied to the dataset that is usable by a machine learning tool. A entity feature map can be supplied that has entities and associated features for use by the machine learning tool. Further, a query structure can be analyzed using the entity feature map to identify input from the dataset for the machine learning tool.
    Type: Grant
    Filed: December 3, 2010
    Date of Patent: June 17, 2014
    Assignee: Microsoft Corporation
    Inventors: Stuart Bowers, Tom Jackson, Jim Karkanias, Dave Campbell, Brian Aust
  • FEATURE SPECIFICATION VIA SEMANTIC QUERIES
    Publication number: 20120143793
    Abstract: Technology is described that includes a method of feature specification via semantic queries. The method can include the operation of obtaining a data set having an identifier for each data row and a plurality of data features for each data row. A semantic query can be received that can be applied to the dataset that is usable by a machine learning tool. A entity feature map can be supplied that has entities and associated features for use by the machine learning tool. Further, a query structure can be analyzed using the entity feature map to identify input from the dataset for the machine learning tool.
    Type: Application
    Filed: December 3, 2010
    Publication date: June 7, 2012
    Applicant: Microsoft Corporation
    Inventors: Stuart Bowers, Tom Jackson, Jim Karkanias, Dave Campbell, Brian Aust