Patents by Inventor Konrad Paluch

Konrad Paluch 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).

  • CLASSIFICATION METHOD USING A KNOWLEDGE GRAPH MODULE AND A MACHINE LEARNING MODULE
    Publication number: 20220051090
    Abstract: An approach for determining a concatenated confidence value of a first class using an artificial-intelligence module (AI-module) for performing a classification based on the concatenated confidence value of the first class. The AI-module comprises a knowledge graph module, a machine learning module, and a weighting module. A processor determines a first confidence value of the first class as a first function of an input dataset using the machine learning module. A processor determines a second confidence value of the first class as a second function of the input dataset using the knowledge graph module. A processor determines the concatenated confidence value of the first class as a third function of the first confidence value of the first class, the second confidence value of the first class, and a value of a weighting parameter of the weighting module.
    Type: Application
    Filed: August 11, 2020
    Publication date: February 17, 2022
    Inventors: Andrea Giovannini, Harold Douglas Dykeman, Ivan Girardi, Adam Ivankay, Chiara Marchiori, Konrad Paluch, Kevin Thandiackal, Mario Zusag