Patents by Inventor Inmoon CHOI

Inmoon CHOI 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).

  • Method and apparatus for performing machine learning based on correlation between variables
    Patent number: 11880773
    Abstract: An apparatus and a method for performing machine learning by executing steps of: generating a decision tree-based machine learning model based on training data; selecting two variables from a decision tree of the machine learning model and determining a correlation between two selected variables; and performing the machine learning based on determined correlation are provided.
    Type: Grant
    Filed: July 10, 2020
    Date of Patent: January 23, 2024
    Assignee: ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE
    Inventors: Chulho Kim, Ock Kee Baek, Inmoon Choi
  • METHOD AND APPARATUS FOR PERFORMING MACHINE LEARNING BASED ON CORRELATION BETWEEN VARIABLES
    Publication number: 20210012213
    Abstract: An apparatus and a method for performing machine learning by executing steps of: generating a decision tree-based machine learning model based on training data; selecting two variables from a decision tree of the machine learning model and determining a correlation between two selected variables; and performing the machine learning based on determined correlation are provided.
    Type: Application
    Filed: July 10, 2020
    Publication date: January 14, 2021
    Inventors: Chulho KIM, Ock Kee BAEK, Inmoon CHOI