Patents by Inventor Uddipto Dutta

Uddipto Dutta 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: 20230076149
    Abstract: In various examples, a system can obtain a first time series data set, the first time series data set including a plurality of data elements. Each data element can include value data and corresponding time data. Based on the first time series data set, the system can generate a second data set and a third dataset. The second dataset can indicate one or more data elements with missing value data and the third dataset can include extremeness data. The extremeness data can indicate an extremeness score for each data element of the plurality of data elements. Additionally, based on the first time series data set, the second data set and a third dataset, the system can implement a set of operations that generate a substitute value data for each data element of the one or more data elements that is missing value data.
    Type: Application
    Filed: February 22, 2022
    Publication date: March 9, 2023
    Inventors: Anirban CHATTERJEE, Subhadip PAUL, Vijay Srinivas AGNEESWARAN, Uddipto DUTTA, Yogesh YADAV
  • Publication number: 20220222689
    Abstract: This application relates to apparatus and methods for automatically predicting values for a future time period based on time series data of a previous time period. In some examples, a computing device employs multiple algorithms or predictions models to determine baseline predictions and bias predictions accounting for both normal and surge-induced events in the future time period. Accuracy of the algorithms and exogenous variables, such as holidays, events, temporal indicators, are leveraged to accurately predict future values. Baseline predictions using baseline algorithms are aggregated with bias predictions associated with surge events to determine final predictions for the future time period without compromising on the accuracy and efficiency of the predictions for both normal and surge-induced events.
    Type: Application
    Filed: October 28, 2021
    Publication date: July 14, 2022
    Inventors: Anirban Chatterjee, Smaranya Dey, Subhadip Paul, Uddipto Dutta, Vijay Srinivas Agneeswaran