Patents by Inventor Mikhail Gubanov

Mikhail Gubanov 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).

  • Systems and methods for interactive large-scale data search and profiling
    Patent number: 11977564
    Abstract: Described herein are systems and methods for profiling structured or semi-structured datasets. An example computer-implemented method includes grouping, using a machine learning classifier, a plurality of tables in a dataset that are associated with an object into a cluster, where each of the tables of the cluster includes respective data and respective metadata, the respective metadata including at least one respective attribute, generating a metadata-profile for the cluster, where the metadata-profile includes the at least one respective attribute of each of the tables of the cluster; and querying the cluster using the metadata-profile.
    Type: Grant
    Filed: October 18, 2021
    Date of Patent: May 7, 2024
    Assignee: The Florida State University Research Foundation, Inc.
    Inventor: Mikhail Gubanov
  • SYSTEMS AND METHODS FOR INTERACTIVE LARGE-SCALE DATA SEARCH AND PROFILING
    Publication number: 20220129486
    Abstract: Described herein are systems and methods for profiling structured or semi-structured datasets. An example computer-implemented method includes grouping, using a machine learning classifier, a plurality of tables in a dataset that are associated with an object into a cluster, where each of the tables of the cluster includes respective data and respective metadata, the respective metadata including at least one respective attribute, generating a metadata-profile for the cluster, where the metadata-profile includes the at least one respective attribute of each of the tables of the cluster; and querying the cluster using the metadata-profile.
    Type: Application
    Filed: October 18, 2021
    Publication date: April 28, 2022
    Inventor: Mikhail Gubanov