Patents by Inventor Helen F. Parks

Helen F. Parks 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).

  • Automatic elimination of noise for big data analytics
    Patent number: 11663700
    Abstract: A method comprising identifying a set of target features for a plurality of data instances of an input data collection; determining feature values for the set of target features for the plurality of data instances; identifying a plurality of outlier data instances based on the determined feature values; identifying a plurality of noisy data instances from the outlier data instances based on feature values of the plurality of noisy data instances, wherein a noisy data instance is identified based on a determination that noise is present in noisy data instance; and providing an indication of the plurality of noisy data instances.
    Type: Grant
    Filed: June 29, 2019
    Date of Patent: May 30, 2023
    Assignee: Intel Corporation
    Inventors: John A. Swanson, Vivek K. Singh, Kumara Sastry, Helen F. Parks, I-Tzu Chen
  • AUTOMATIC ELIMINATION OF NOISE FOR BIG DATA ANALYTICS
    Publication number: 20190325321
    Abstract: A method comprising identifying a set of target features for a plurality of data instances of an input data collection; determining feature values for the set of target features for the plurality of data instances; identifying a plurality of outlier data instances based on the determined feature values; identifying a plurality of noisy data instances from the outlier data instances based on feature values of the plurality of noisy data instances, wherein a noisy data instance is identified based on a determination that noise is present in noisy data instance; and providing an indication of the plurality of noisy data instances.
    Type: Application
    Filed: June 29, 2019
    Publication date: October 24, 2019
    Inventors: John A. Swanson, Vivek K. Singh, Kumara Sastry, Helen F. Parks, I-Tzu Chen