Patents by Inventor Zhendi Chen

Zhendi Chen 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).

  • Techniques to forecast financial data using deep learning
    Patent number: 11620589
    Abstract: The present disclosure describes techniques to forecast financial data using deep learning. These techniques are operative to transform time series data in a financial context into a machine learning model configured to predict future financial data. The machine learning model may implement a deep learning structure to account for a sequence-sequence prediction where a movement/distribution of the time series data is non-linear. The machine learning model may incorporate features related to one or more external factors affecting the future financial data. Other embodiments are described and claimed.
    Type: Grant
    Filed: March 15, 2019
    Date of Patent: April 4, 2023
    Assignee: State Street Corporation
    Inventors: Dajun Wang, Qinxue Meng, Zhendi Chen
  • TECHNIQUES TO FORECAST FINANCIAL DATA USING DEEP LEARNING
    Publication number: 20210224700
    Abstract: The present disclosure describes techniques to forecast financial data using deep learning. These techniques are operative to transform time series data in a financial context into a machine learning model configured to predict future financial data. The machine learning model may implement a deep learning structure to account for a sequence-sequence prediction where a movement/distribution of the time series data is non-linear. The machine learning model may incorporate features related to one or more external factors affecting the future financial data. Other embodiments are described and claimed.
    Type: Application
    Filed: March 15, 2019
    Publication date: July 22, 2021
    Inventors: Dajun Wang, Qinxue Meng, Zhendi Chen