Patents by Inventor Uche Ohafia

Uche Ohafia 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).

  • Publication number: 20230110056
    Abstract: A method of behavior monitoring includes determining, by one or more trained behavior models associated with a monitored asset, output data indicative of operation of the monitored asset. The method also includes determining a risk score based on the output data and determining feature importance data based on the output data. The method further includes determining whether to generate an alert based on the risk score and the feature importance data.
    Type: Application
    Filed: October 12, 2022
    Publication date: April 13, 2023
    Inventors: Kevin Gullikson, James Robert Eskew, Uche Ohafia
  • Publication number: 20230078208
    Abstract: A method includes providing behavior model input data to a behavior model to generate behavior model output data and generating an initial state prediction based on the behavior model output data. The method also includes, based on the initial state prediction indicating a particular state, generating state prediction statistics based on the initial state prediction and historical state predictions indicating the particular state. The method further includes providing classifier input data to a classifier model to generate a classification output indicating whether the initial state prediction is reliable. The classifier input data generated based on the state prediction statistics.
    Type: Application
    Filed: August 30, 2022
    Publication date: March 16, 2023
    Inventors: Nkem Egboga, Abubakr Sheikh, Kevin Gullikson, James Robert Eskew, Uche Ohafia