Patents by Inventor Joseph Macker

Joseph Macker 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).

  • Embedding and analyzing multivariate information in graph structures
    Patent number: 12147476
    Abstract: Systems and methods are provided for a hypergraph representation and transformation process enabling the cogeneration and analysis of multiple system attributes alongside system node relationships within real world data models. Embodiments of the present disclosure allow for the cogeneration of attribute embeddings, along with node embeddings, within a single, graph-based data set model. Embodiments of the present disclosure provide a higher level of accuracy in problem space representation compared to conventional systems and methods and help to reveal more complex relationships in real world problems.
    Type: Grant
    Filed: September 30, 2023
    Date of Patent: November 19, 2024
    Assignee: The Government of the United States of America, as represented by the Secretary of the Navy
    Inventors: Joseph Macker, Michael Iannelli
  • Embedding and Analyzing Multivariate Information in Graph Structures
    Publication number: 20240111807
    Abstract: Systems and methods are provided for a hypergraph representation and transformation process enabling the cogeneration and analysis of multiple system attributes alongside system node relationships within real world data models. Embodiments of the present disclosure allow for the cogeneration of attribute embeddings, along with node embeddings, within a single, graph-based data set model. Embodiments of the present disclosure provide a higher level of accuracy in problem space representation compared to conventional systems and methods and help to reveal more complex relationships in real world problems.
    Type: Application
    Filed: September 30, 2023
    Publication date: April 4, 2024
    Inventors: Joseph Macker, Michael lannelli