US 11,710,082 B2
Systems and methods for utilizing machine learning and feature selection to classify driving behavior
Matteo Simoncini, Pistoia (IT); Aurel Pjetri, Florence (IT); Francesco Sambo, Florence (IT); Alessandro Lori, Florence (IT); and Fabio Schoen, Florence (IT)
Assigned to Verizon Connect Development Limited, Dublin (IE)
Filed by Verizon Connect Development Limited, Sandyford Dublin (IE)
Filed on Apr. 12, 2021, as Appl. No. 17/227,628.
Application 17/227,628 is a continuation of application No. 16/678,924, filed on Nov. 8, 2019, granted, now 10,990,837.
Claims priority of application No. 19205766 (EP), filed on Oct. 28, 2019.
Prior Publication US 2021/0232837 A1, Jul. 29, 2021
This patent is subject to a terminal disclaimer.
Int. Cl. G06N 20/20 (2019.01); B60W 40/09 (2012.01); B60W 50/12 (2012.01); G06V 20/59 (2022.01); G06F 18/21 (2023.01); B60W 50/00 (2006.01)
CPC G06N 20/20 (2019.01) [B60W 40/09 (2013.01); B60W 50/12 (2013.01); G06F 18/21 (2023.01); G06V 20/597 (2022.01); B60W 2050/0071 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A method, comprising:
generating, by a first device of a plurality of vehicles and based on a plurality of features extracted from data associated with the plurality of vehicles, indications of driving behavior and reliabilities of the indications of driving behavior;
selecting, by the first device and based on the indications of driving behavior and the reliabilities of the indications of driving behavior, a set of features of the plurality of features;
providing, by the device and to a second device associated with a particular vehicle, a request for data associated with the set of features;
receiving, by the device and based on the request, the data associated with the set of features;
generating, by the device, a particular indication of driving behavior associated with the particular vehicle by processing the data associated with the set of features; and
performing, by the device and based on the particular indication of driving behavior associated with the particular vehicle, one or more actions.