Patents by Inventor Salvatore IMPELLIZZIERI

Salvatore IMPELLIZZIERI 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).

  • Systems and methods for utilizing machine learning models to determine suggested ride sharing of vehicles
    Patent number: 11803790
    Abstract: A device may generate a shortest path tree based on a passenger starting point identified in driving data. The device may generate a graph with a first layer and a second layer that correspond to the shortest path tree and may add paths from nodes in the first layer to corresponding nodes in the second layer. The device may identify a first shortest path that starts from a driver starting node in the first layer and ends at a passenger end node in the second layer and a second shortest path that starts from the passenger end node and ends at a driver end node in the second layer. The device may calculate a shared cost associated with the driver and the passenger sharing a ride based on the first shortest path and the second shortest path. The device may generate a recommendation based on the shared cost.
    Type: Grant
    Filed: August 17, 2020
    Date of Patent: October 31, 2023
    Assignee: Verizon Connect Development Limited
    Inventors: David Di Lorenzo, Gabriele Bianchi, Stefano Caprasecca, Francesco De Felice, Salvatore Impellizzieri
  • SYSTEMS AND METHODS FOR UTILIZING MACHINE LEARNING MODELS TO DETERMINE SUGGESTED RIDE SHARING OF VEHICLES
    Publication number: 20210334722
    Abstract: A device may generate a shortest path tree based on a passenger starting point identified in driving data. The device may generate a graph with a first layer and a second layer that correspond to the shortest path tree and may add paths from nodes in the first layer to corresponding nodes in the second layer. The device may identify a first shortest path that starts from a driver starting node in the first layer and ends at a passenger end node in the second layer and a second shortest path that starts from the passenger end node and ends at a driver end node in the second layer. The device may calculate a shared cost associated with the driver and the passenger sharing a ride based on the first shortest path and the second shortest path. The device may generate a recommendation based on the shared cost.
    Type: Application
    Filed: August 17, 2020
    Publication date: October 28, 2021
    Applicant: VERIZON CONNECT IRELAND LIMITED
    Inventors: David DI LORENZO, Gabriele BIANCHI, Stefano CAPRASECCA, Francesco DE FELICE, Salvatore IMPELLIZZIERI