Patents by Inventor Hani Hargras

Hani Hargras 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).

  • AN EXPLAINABLE ARTIFICIAL INTELLIGENCE MECHANISM
    Publication number: 20220036221
    Abstract: A method of determining and explaining an artificial intelligence, AI, system employing an opaque model from a local or global point of view, the method comprising the steps of providing an input and a corresponding output of the opaque model; sampling the opaque model around the input to generate training data samples; performing feature selection to determine dominant features generating a Type-2 Fuzzy Logic Model, FLM; training the Type-2 FLM with the training data samples; and inputting the input into the Type-2 FLM to provide an explanation of the output from the opaque model.
    Type: Application
    Filed: October 29, 2019
    Publication date: February 3, 2022
    Applicant: LOGICAL GLUE LIMITED
    Inventors: Hani Hargras, Gonzalo Ruiz Garcia