Patents by Inventor Pavan Doddipalli

Pavan Doddipalli 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).

  • Using randomness compensating factors to improve forecast accuracy
    Patent number: 12346844
    Abstract: Input data that includes one or more observations made at one or more corresponding time slices is received. The input data is provided to one or more time-based prediction models that predict one or more values for one or more future time slices. One or more randomness compensating factors are determined. The one or more randomness compensating factors correspond to one or more features indicative of one or more events associated with the one or more corresponding time slices. Based at least in part on the determining of the one or more randomness compensating factors and the prediction of the one or more time-based prediction models, a second one or more values for at least one of the one or more future time slices are predicted. In response to the predicting of the second one or more values, an indication associated with the predicted second one or more values are presented to a user computer device.
    Type: Grant
    Filed: July 10, 2020
    Date of Patent: July 1, 2025
    Assignee: United Parcel Service of America, Inc.
    Inventors: Sathiyan Parameswaran, Padmanabha Shastry Varadarajula, Pavan Doddipalli, Dhruvil Parikh
  • USING RANDOMNESS COMPENSATING FACTORS TO IMPROVE FORECAST ACCURACY
    Publication number: 20220012651
    Abstract: Input data that includes one or more observations made at one or more corresponding time slices is received. The input data is provided to one or more time-based prediction models that predict one or more values for one or more future time slices. One or more randomness compensating factors are determined. The one or more randomness compensating factors correspond to one or more features indicative of one or more events associated with the one or more corresponding time slices. Based at least in part on the determining of the one or more randomness compensating factors and the prediction of the one or more time-based prediction models, a second one or more values for at least one of the one or more future time slices are predicted. In response to the predicting of the second one or more values, an indication associated with the predicted second one or more values are presented to a user computer device.
    Type: Application
    Filed: July 10, 2020
    Publication date: January 13, 2022
    Inventors: Sathiyan Parameswaran, Padmanabha Shastry Varadarajula, Pavan Doddipalli, Dhruvil Parikh