Patents by Inventor Forest Elliott

Forest Elliott 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).

  • Point anomaly detection
    Patent number: 11928017
    Abstract: A method includes receiving a point data anomaly detection query from a user. The query requests the data processing hardware to determine a quantity of anomalous point data values in a set of point data values. The method includes training a model using the set of point data values. For at least one respective point data value in the set of point data values, the method includes determining, using the trained model, a variance value for the respective point data value and determining that the variance value satisfies a threshold value. Based on the variance value satisfying the threshold value, the method includes determining that the respective point data value is an anomalous point data value. The method includes reporting the determined anomalous point data value to the user.
    Type: Grant
    Filed: May 21, 2022
    Date of Patent: March 12, 2024
    Assignee: Google LLC
    Inventors: Zichuan Ye, Jiashang Liu, Forest Elliott, Amir Hormati, Xi Cheng, Mingge Deng
  • Point Anomaly Detection
    Publication number: 20220382622
    Abstract: A method includes receiving a point data anomaly detection query from a user. The query requests the data processing hardware to determine a quantity of anomalous point data values in a set of point data values. The method includes training a model using the set of point data values. For at least one respective point data value in the set of point data values, the method includes determining, using the trained model, a variance value for the respective point data value and determining that the variance value satisfies a threshold value. Based on the variance value satisfying the threshold value, the method includes determining that the respective point data value is an anomalous point data value. The method includes reporting the determined anomalous point data value to the user.
    Type: Application
    Filed: May 21, 2022
    Publication date: December 1, 2022
    Applicant: Google LLC
    Inventors: Zichaun Ye, Jiashang Liu, Forest Elliott, Amir Hormati, Xi Cheng, Mingge Deng