Patents by Inventor Elizabeth Bourgoin

Elizabeth Bourgoin 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).

  • Bayesian network based hybrid machine learning
    Patent number: 10817779
    Abstract: Data includes data with labels and data without labels. For data without labels a fuzzy rules system assigns pseudo labels. A computer processes the data with labels using a first cognitive neural network; processes the data with pseudo labels using a second cognitive neural network; and produces system outcomes by combining the results of the first and second cognitive neural networks. The computer obtains feedback on the system outcomes, and modifies parameters of the fuzzy rule system in response to the feedback.
    Type: Grant
    Filed: August 30, 2017
    Date of Patent: October 27, 2020
    Assignee: International Business Machines Corporation
    Inventors: Elizabeth Bourgoin, Christopher A. Buchholz, Eric M. Kessler, Liyang Song, Zhihuai Zhu
  • BAYESIAN NETWORK BASED HYBRID MACHINE LEARNING
    Publication number: 20190065939
    Abstract: Data includes data with labels and data without labels. For data without labels a fuzzy rules system assigns pseudo labels. A computer processes the data with labels using a first cognitive neural network; processes the data with pseudo labels using a second cognitive neural network; and produces system outcomes by combining the results of the first and second cognitive neural networks. The computer obtains feedback on the system outcomes, and modifies parameters of the fuzzy rule system in response to the feedback.
    Type: Application
    Filed: August 30, 2017
    Publication date: February 28, 2019
    Inventors: Elizabeth Bourgoin, Christopher A. Buchholz, Eric M. Kessler, Liyang Song, Zhihuai Zhu