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    METHOD FOR ESTABLISHING CHARGING CAPACITY PREDICTION MODEL BASED ON METEOROLOGICAL FACTORS AND CHARGING FACILITY FAILURES, AND PREDICTION METHOD AND SYSTEM THEREOF
    3.
    发明公开
    METHOD FOR ESTABLISHING CHARGING CAPACITY PREDICTION MODEL BASED ON METEOROLOGICAL FACTORS AND CHARGING FACILITY FAILURES, AND PREDICTION METHOD AND SYSTEM THEREOF 审中-公开

    公开(公告)号：US20240320486A1

    公开(公告)日：2024-09-26

    申请号：US18347095

    申请日：2023-07-05

    Applicant: MING CHUAN UNIVERSITY

    Inventor： DAVID CHUNHU LI

    IPC: G06N3/08 ,  G06N5/022 ,  G06N7/02

    CPC classification number: G06N3/08 ,  G06N5/022 ,  G06N7/02

    Abstract: Disclosed are a method of establishing a charging capacity prediction model based on meteorological factors and charging facility failures and its prediction method and system. The method includes: receiving charging capacity data of a charging facility and meteorological data of its location; extracting the number of random failures based on time from the charging capacity data, and obtaining the probability of failure from the probability mass function; performing a correlation test of the meteorological data with the charging capacity in the charging capacity data to obtain at least one feature factor; decomposing the time series of the charging data, and transforming to obtain the time series of charging data based on the time domain after noise reduction; and establishing a prediction model, using the probability values and feature factors as reference features, and using the charging time series data as a predictive target to train the prediction model.

    System and method for simplifying fraud detection in real-time payment transactions from trusted accounts
    7.
    发明授权
    System and method for simplifying fraud detection in real-time payment transactions from trusted accounts 有权

    公开(公告)号：US12045824B2

    公开(公告)日：2024-07-23

    申请号：US17016866

    申请日：2020-09-10

    Applicant: Early Warning Services, LLC

    Inventor： Laura Weinflash

    IPC: G06Q20/40 ,  G06F18/22 ,  G06N7/02 ,  H04L9/08

    CPC classification number: G06Q20/4016 ,  G06F18/22 ,  G06N7/02 ,  H04L9/0825 ,  G06Q2220/00 ,  H04L2209/56

    Abstract: A system including one or more processors and one or more non-transitory computer-readable media storing computing instructions configured to run on the one or more processors and perform various acts. The acts can include: (a) receiving a payment authorization, through a network, from a sender financial institution; (b) obtaining, in real-time after receiving the payment authorization, a sender status based on sender information of the payment authorization; (c) when the sender status is preauthorized, instructing, through the network and in real-time after obtaining the sender status, a recipient financial institution to bypass a transaction fraud detection mechanism; and (d) instructing, through the network, the recipient financial institution to post a payment amount of the payment authorization to a recipient account in real-time. Other embodiments are described.

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