A driving model training method, a driver identification method, apparatuses, a device and a medium are provided. The driving model 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; and testing the original driving model using the test set, and acquiring a target driving model. The driving model training method effectively enhances generalization of the driving model, solves the problem of a poor identification result of the current driving identification model.


    Access

    Download


    Export, share and cite



    Title :

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


    Contributors:
    JIN XIN (author) / WU ZHUANGWEI (author) / ZHANG CHUAN (author) / ZHAO YUANYUAN (author) / HUANG DUXIN (author) / LIANG YONGJIAN (author) / HUO LI (author)

    Publication date :

    2021-06-24


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    English


    Classification :

    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 / G06K Erkennen von Daten , RECOGNITION OF DATA / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen



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

    JIN XIN / WU ZHUANGWEI / ZHANG CHUAN et al. | European Patent Office | 2024

    Free access

    Driver distracted driving identification method and device and storage medium

    HUANG YI / GAO YINAN / XIA XIAOJUN et al. | European Patent Office | 2023

    Free access

    AUTOMATIC DRIVING METHOD, TRAINING METHOD AND RELATED APPARATUSES

    ZHANG XING / LAN LIN / LI ZHENGUO et al. | European Patent Office | 2023

    Free access


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

    LIU XUEWU / WU XIAOJUN / CHEN SONGBO et al. | European Patent Office | 2024

    Free access