Patents by Inventor Pinaki Asish GHOSH

Pinaki Asish GHOSH 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).

  • Control system with machine learning time-series modeling
    Patent number: 10379502
    Abstract: An unsupervised machine learning model can make prediction on time series data. Variance of time-varying parameters for independent variables of the model may be restricted for continuous consecutive time intervals to minimize overfitting. The model may be used in a control system to control other devices or systems. If predictions for the control system are for a higher granularity time interval than the current mode, the time-varying parameters of the model are modified for the higher granularity time interval.
    Type: Grant
    Filed: June 1, 2016
    Date of Patent: August 13, 2019
    Assignee: ACCENTURE GLOBAL SOLUTIONS LIMITED
    Inventors: Sanjay Sharma, Nilesh Kumar Gupta, Samik Adhikary, Pinaki Asish Ghosh
  • CONTROL SYSTEM WITH MACHINE LEARNING TIME-SERIES MODELING
    Publication number: 20170293269
    Abstract: An unsupervised machine learning model can make prediction on time series data. Variance of time-varying parameters for independent variables of the model may be restricted for continuous consecutive time intervals to minimize overfitting. The model may be used in a control system to control other devices or systems. If predictions for the control system are for a higher granularity time interval than the current mode, the time-varying parameters of the model are modified for the higher granularity time interval.
    Type: Application
    Filed: June 1, 2016
    Publication date: October 12, 2017
    Applicant: ACCENTURE GLOBAL SOLUTIONS LIMITED
    Inventors: Sanjay SHARMA, Nilesh Kumar GUPTA, Samik ADHIKARY, Pinaki Asish GHOSH