Patents by Inventor Mark Schoene

Mark Schoene 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).

  • Method, computer program, storage medium and apparatus for creating a training, validation and test dataset for an AI module
    Patent number: 12783605
    Abstract: A method for creating a training dataset, a validation dataset, and/or a test dataset for an AI module from measurement data includes dividing the measurement data into divided portions based on time periods, applying a mathematical function to the divided portions of the measurement data in order to obtain signatures representing the divided portions, determining a measure of a frequency of occurrence of a respective signature of the obtained signatures, and creating the training dataset, the validation dataset, and/or the test dataset from the measurement data based on the determined measure of the frequency.
    Type: Grant
    Filed: September 15, 2021
    Date of Patent: November 3, 2026
    Assignee: Robert Bosch GmbH
    Inventors: Mark Schoene, Alexandru Paul Condurache, Claudius Glaeser, Florian Faion, Florian Drews, Jasmin Ebert, Lars Rosenbaum, Michael Ulrich, Rainer Stal, Sebastian Muenzner, Thomas Gumpp
  • Method, Computer Program, Storage Medium and Apparatus for Creating a Training, Validation and Test Dataset for an AI Module
    Publication number: 20220083820
    Abstract: A method for creating a training dataset, a validation dataset, and/or a test dataset for an AI module from measurement data includes dividing the measurement data into divided portions based on time periods, applying a mathematical function to the divided portions of the measurement data in order to obtain signatures representing the divided portions, determining a measure of a frequency of occurrence of a respective signature of the obtained signatures, and creating the training dataset, the validation dataset, and/or the test dataset from the measurement data based on the determined measure of the frequency.
    Type: Application
    Filed: September 15, 2021
    Publication date: March 17, 2022
    Inventors: Mark Schoene, Alexandru Paul Condurache, Claudius Glaeser, Florian Faion, Florian Drews, Jasmin Ebert, Lars Rosenbaum, Michael Ulrich, Rainer Stal, Sebastian Muenzner, Thomas Gumpp