A driving model training method, a driver identification method, an apparatus, a device and a medium are provided. The training method comprises: acquiring training behavior data of a user wherein the training behavior data are associated with a user identifier; acquiring training driving data associated with the user identifier based on the training behavior data; acquiring positive and negative samples from the training driving data based on the user identifier, and dividing the positive and negative samples into a training set and a test set; training the training set using a bagging algorithm, and acquiring an original driving model; testing the original driving model using the test set, and acquiring a target driving model. The training method effectively enhances generalization of the driving model, solves the problem of poor identification results of the existing driving identification model, and improves the accuracy rate of identifying driving of drivers.


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    DRIVING MODEL TRAINING METHOD, DRIVER IDENTIFICATION METHOD, APPARATUS, DEVICE AND MEDIUM


    Beteiligte:
    JIN XIN (Autor:in) / WU ZHUANGWEI (Autor:in) / ZHANG CHUAN (Autor:in) / ZHAO YUANYUAN (Autor:in) / HUANG DUXIN (Autor:in) / LIANG YONGJIAN (Autor:in) / HUO LI (Autor:in)

    Erscheinungsdatum :

    25.04.2024


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

    IPC:    B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen



    DRIVING MODEL TRAINING METHOD, DRIVER IDENTIFICATION METHOD, APPARATUSES, DEVICE AND MEDIUM

    JIN XIN / WU ZHUANGWEI / ZHANG CHUAN et al. | Europäisches Patentamt | 2021

    Freier Zugriff

    Driver distracted driving identification method and device and storage medium

    HUANG YI / GAO YINAN / XIA XIAOJUN et al. | Europäisches Patentamt | 2023

    Freier Zugriff

    Driver driving style identification method, device and equipment and storage medium

    DONG LIANG | Europäisches Patentamt | 2024

    Freier Zugriff

    Model training method and device, driving style identification method and device, equipment and medium

    LIU XUEWU / WU XIAOJUN / CHEN SONGBO et al. | Europäisches Patentamt | 2024

    Freier Zugriff

    Driver dangerous driving behavior identification method, electronic equipment, device and storage medium

    LI XIAOGANG / YUAN GUANGTAO / ZHANG JUNDONG et al. | Europäisches Patentamt | 2023

    Freier Zugriff