Patents by Inventor Kacem Abida

Kacem Abida 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).

  • Data science system for developing machine learning models
    Patent number: 11507091
    Abstract: In one embodiment, a method is provided. The method includes receiving sensor data generated by a set of vehicles. The method also includes performing a first set of processing operations on the sensor data. The method further includes providing an exploration interface configured to allow one or more of browsing, searching, and visualization of the sensor data. The method further includes selecting a subset of the sensor data. The method further includes performing a second set of processing operations on the subset of the sensor data. The method further includes provisioning one or more of computational resources and storage resources for developing an autonomous vehicle (AV) model based on the subset of the sensor data.
    Type: Grant
    Filed: December 1, 2019
    Date of Patent: November 22, 2022
    Assignees: VOLKSWAGEN AKTIENGESELLSCHAFT, PORSCHE AG, AUDI AG
    Inventors: Mohamed Kacem Abida, Danil Kazankov
  • DATA SCIENCE SYSTEM FOR DEVELOPING MACHINE LEARNING MODELS
    Publication number: 20210165408
    Abstract: In one embodiment, a method is provided. The method includes receiving sensor data generated by a set of vehicles. The method also includes performing a first set of processing operations on the sensor data. The method further includes providing an exploration interface configured to allow one or more of browsing, searching, and visualization of the sensor data. The method further includes selecting a subset of the sensor data. The method further includes performing a second set of processing operations on the subset of the sensor data. The method further includes provisioning one or more of computational resources and storage resources for developing an autonomous vehicle (AV) model based on the subset of the sensor data.
    Type: Application
    Filed: December 1, 2019
    Publication date: June 3, 2021
    Inventors: Mohamed Kacem ABIDA, Danil KAZANKOV
  • INTUITIVE GRAPHICAL USER INTERFACE FOR A CLOUD-BASED NATURAL LANGUAGE UNDERSTANDING ENGINE
    Publication number: 20160188150
    Abstract: A graphical user interface of a web-based toolkit application for a cloud-based NLU engine is a drag-and-drop toolkit application for building NLU contextual recognition models. Using the graphical user interface, users who do not have expertise in NLU and text interpretation can focus on building customized NLU contextual recognition models to enable human (end-user) interaction with electronics and software applications without requiring expert programming skills or prior in-depth knowledge of NLU. The NLU models provide an intelligent, natural conversational speech and/or text interface for end-users of electronic devices and software applications.
    Type: Application
    Filed: July 6, 2015
    Publication date: June 30, 2016
    Inventors: Kacem Abida, Sergiu Giurgiu, Kevin Halk, Fakhreddine Karray