Patents by Inventor Sundararaj S. IYENGAR

Sundararaj S. IYENGAR 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).

  • HYBRID METHODS AND SYSTEMS FOR FEATURE SELECTION
    Publication number: 20210241140
    Abstract: Methods and systems for feature selection (FS) in machine learning (ML) are provided. The filter and wrapper methods can be combined to provide a hybrid FS method and system. The data can be clustered using mini-batch K-means clustering and ranked using normalized mutual information (NMI). The wrapper method can include using either a feature inclusion process or a least-ranked feature exclusion process that eliminates least-ranked features one by one from the ranking list.
    Type: Application
    Filed: February 5, 2020
    Publication date: August 5, 2021
    Applicant: The Florida International University Board of Trustees
    Inventors: Thejas Gubbi SADASHIVA, Sundararaj S. IYENGAR