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    USING RANDOMNESS COMPENSATING FACTORS TO IMPROVE FORECAST ACCURACY
    3.
    发明申请
    USING RANDOMNESS COMPENSATING FACTORS TO IMPROVE FORECAST ACCURACY 有权

    公开(公告)号：US20220012651A1

    公开(公告)日：2022-01-13

    申请号：US16925744

    申请日：2020-07-10

    Applicant: United Parcel Service of America, Inc.

    Inventor： Sathiyan Parameswaran ,  Padmanabha Shastry Varadarajula ,  Pavan Doddipalli ,  Dhruvil Parikh

    IPC: G06Q10/04 ,  G06Q10/08 ,  G06N7/00

    Abstract: Input data that includes one or more observations made at one or more corresponding time slices is received. The input data is provided to one or more time-based prediction models that predict one or more values for one or more future time slices. One or more randomness compensating factors are determined. The one or more randomness compensating factors correspond to one or more features indicative of one or more events associated with the one or more corresponding time slices. Based at least in part on the determining of the one or more randomness compensating factors and the prediction of the one or more time-based prediction models, a second one or more values for at least one of the one or more future time slices are predicted. In response to the predicting of the second one or more values, an indication associated with the predicted second one or more values are presented to a user computer device.

    SYSTEMS, METHODS, AND COMPUTER PROGRAM PRODUCTS FOR DETECTING BILLING ANOMALIES
    4.
    发明申请
    SYSTEMS, METHODS, AND COMPUTER PROGRAM PRODUCTS FOR DETECTING BILLING ANOMALIES 审中-公开
    用于检测结算异常的系统，方法和计算机程序产品

    公开(公告)号：US20170011437A1

    公开(公告)日：2017-01-12

    申请号：US14794074

    申请日：2015-07-08

    Applicant: United Parcel Service of America, Inc.

    Inventor： Sathiyan Parameswaran ,  Dipanjan Paul ,  Don Sheridan ,  Karl Wixtrom ,  John F. Przezdzecki ,  Timothy J. Eisentraut ,  Niraj R. Patel

    IPC: G06Q30/04

    CPC classification number: G06Q30/04

    Abstract: Systems, methods, and computer program products for validating billing data and detecting anomalies in billing data are provided. In one embodiment a method is provided, the method comprising: receiving historical billing data for a customer, the historical billing data organized into a plurality of historical data sets; calculating a plurality of statistical representations of each of the plurality of historical data sets; generating a historical profile for the customer based on the plurality of statistical representations of the historical billing data; receiving current billing data for the customer; generating a current profile for the customer; comparing the current profile to the historical profile, the current profile and the historical profile being associated with the same at least one category attribute; and, based at least in part on the result of the comparison, determining whether one or more anomalies are present in the current billing data for the customer.

    Abstract translation: 提供了用于验证计费数据和检测计费数据异常的系统，方法和计算机程序产品。 在一个实施例中，提供了一种方法，所述方法包括：接收客户的历史计费数据，所述历史计费数据被组织成多个历史数据集; 计算所述多个历史数据集中的每一个的多个统计表示; 基于历史计费数据的多个统计表示来生成客户的历史简档; 接收客户的当前帐单数据; 为客户生成当前配置文件; 将当前配置文件与历史配置文件进行比较，当前配置文件和历史配置文件与相同的至少一个类别属性相关联; 并且至少部分地基于比较的结果，确定在客户的当前计费数据中是否存在一个或多个异常。

    ENHANCED PAYMENTS FOR SHIPPING
    5.
    发明申请
    ENHANCED PAYMENTS FOR SHIPPING 审中-公开
    加强运输支付

    公开(公告)号：US20150262320A1

    公开(公告)日：2015-09-17

    申请号：US14728569

    申请日：2015-06-02

    Applicant: United Parcel Service of America, Inc.

    Inventor： Sathiyan Parameswaran ,  Bruce Besserer ,  Nicholas Costides ,  Mark Hilbush

    IPC: G06Q50/28 ,  G06Q20/20 ,  G06Q20/32 ,  G06Q20/18 ,  G06Q20/40 ,  G06Q20/38

    Abstract: Systems, methods, apparatus, and computer program products are provided for initiating shipment of and payment for shipping a parcel. For example, in one embodiment, a customer/user can receive a message on a user device from a carrier that includes an authorization code for shipping a parcel. After the customer/user ships the parcel, the carrier can charge a variety of accounts for the shipping charges, including a wireless services provider associated with the user device. In another embodiment, the customer/user can interact with a kiosk to ship the parcel. In this embodiment, the carrier can also charge a variety of accounts for the shipping charges, including a wireless services provider.

    Abstract translation: 提供系统，方法，设备和计算机程序产品，用于启动运送包裹的运送和付款。 例如，在一个实施例中，客户/用户可以从包含用于运送包裹的授权代码的运营商在用户设备上接收消息。 在客户/用户运送包裹之后，运营商可以为运输费用收取各种帐户，包括与用户设备相关联的无线服务提供商。 在另一个实施例中，客户/用户可与信息亭进行交互以运送包裹。 在该实施例中，运营商还可以为包括无线服务提供商的运输费用收取各种账户费用。

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