Patents by Inventor Mohammed Saeed Abuelmakarm SHAFAE

Mohammed Saeed Abuelmakarm SHAFAE 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).

  • Sensor signal prediction at unreported time periods
    Patent number: 11423051
    Abstract: A method, a computer program product, and a system for predicting low-frequency sensor signal predictions using a hierarchical prediction model. The method includes receiving a historical dataset of high-frequency sensor signal data and low-frequency sensor signal data. The method also includes generating a Gaussian process regression model using the historical dataset and sensor parameters and outputting high-frequency sensor signal predictions. The method also includes generating a hierarchical Gaussian process model using the historical dataset and the high-frequency sensor signal predictions and predicting low-frequency sensor signal predictions.
    Type: Grant
    Filed: October 20, 2020
    Date of Patent: August 23, 2022
    Assignee: International Business Machines Corporation
    Inventors: Bing Zhang, Shubhi Asthana, Aly Megahed, Alaa Elwany, Mohammed Saeed Abuelmakarm Shafae
  • SENSOR SIGNAL PREDICTION AT UNREPORTED TIME PERIODS
    Publication number: 20220122744
    Abstract: A method, a computer program product, and a system for predicting low-frequency sensor signal predictions using a hierarchical prediction model. The method includes receiving a historical dataset of high-frequency sensor signal data and low-frequency sensor signal data. The method also includes generating a Gaussian process regression model using the historical dataset and sensor parameters and outputting high-frequency sensor signal predictions. The method also includes generating a hierarchical Gaussian process model using the historical dataset and the high-frequency sensor signal predictions and predicting low-frequency sensor signal predictions.
    Type: Application
    Filed: October 20, 2020
    Publication date: April 21, 2022
    Inventors: Bing ZHANG, Shubhi ASTHANA, Aly MEGAHED, Alaa ELWANY, Mohammed Saeed Abuelmakarm SHAFAE