Feedback and customization in expert systems for anomaly prediction

    公开(公告)号:US10474954B2

    公开(公告)日:2019-11-12

    申请号:US14753341

    申请日:2015-06-29

    IPC分类号: G06N5/02 G06F11/00 G06F11/34

    摘要: Systems and methods may include receiving, by an expert system, performance data for a monitored system. The systems and methods may include generating a prediction for the monitored system in response to determining that the performance data satisfies a condition. The prediction may identify an anomaly that is predicted to occur. The systems and methods may include receiving, by a filter system, the prediction, information identifying the condition, and user information. The user information may include user preference information and user feedback information. The systems and methods may include determining a filter criteria based on the user information. The filter criteria may be based on the preferences for predictions to be provided to the user and on the historical user feedback regarding the historical predictions. The systems and methods may include providing the prediction to the user in response to determining that the particular prediction satisfies the filter criteria.

    Anomaly detection based on cluster transitions

    公开(公告)号:US09787704B2

    公开(公告)日:2017-10-10

    申请号:US14641279

    申请日:2015-03-06

    IPC分类号: H04L29/06 H04L29/08

    CPC分类号: H04L63/1425 H04L67/1095

    摘要: Systems and methods may include receiving first data of components, which may represent performance characteristics of the components at a first time. The systems and methods may include performing a first cluster analysis of the first data to identify clusters of the components with similar characteristics. The systems and methods may include receiving second data of the components, which may represent performance characteristics of the components at a second time. The systems and methods may include performing a second cluster analysis of the second data to identify clusters of the components with similar characteristics. The systems and methods may include determining whether a component transitioned from a cluster identified in the first cluster analysis to a different cluster identified in the second cluster analysis. The systems and methods may include determining that an anomaly occurred in response to determining that the component transitioned from the cluster to the different cluster.

    Policy-based convergence point recommendations for convoys

    公开(公告)号:US09784587B1

    公开(公告)日:2017-10-10

    申请号:US15086241

    申请日:2016-03-31

    IPC分类号: G06F19/00 G01C21/34

    CPC分类号: G01C21/3438 G01C21/3492

    摘要: A method includes applying a correlation rule defining a correlation relationship between a first and second object and determining, using a processor, whether a first motion vector of the first object is correlated at a threshold level of correlation with a second motion vector of the second object, the correlation relationship between the first and second objects identifying the threshold level of correlation between the first and second motion vectors. The method also includes, in response to determining that the first motion vector is not correlated at the threshold level with the second motion vector, determining a convergence point for the first and second objects in accordance with a policy. The method further includes transmitting instructions for arriving at the convergence point to the first and second objects.

    FEEDBACK AND CUSTOMIZATION IN EXPERT SYSTEMS FOR ANOMALY PREDICTION
    4.
    发明申请
    FEEDBACK AND CUSTOMIZATION IN EXPERT SYSTEMS FOR ANOMALY PREDICTION 审中-公开
    专家系统中的反馈和自定义用于异常预测

    公开(公告)号:US20160379119A1

    公开(公告)日:2016-12-29

    申请号:US14753341

    申请日:2015-06-29

    IPC分类号: G06N5/02

    摘要: Systems and methods may include receiving, by an expert system, performance data for a monitored system. The systems and methods may include generating a prediction for the monitored system in response to determining that the performance data satisfies a condition. The prediction may identify an anomaly that is predicted to occur. The systems and methods may include receiving, by a filter system, the prediction, information identifying the condition, and user information. The user information may include user preference information and user feedback information. The systems and methods may include determining a filter criteria based on the user information. The filter criteria may be based on the preferences for predictions to be provided to the user and on the historical user feedback regarding the historical predictions. The systems and methods may include providing the prediction to the user in response to determining that the particular prediction satisfies the filter criteria.

    摘要翻译: 系统和方法可以包括由专家系统接收被监视系统的性能数据。 系统和方法可以包括响应于确定性能数据满足条件而产生对被监视系统的预测。 预测可以识别预测发生的异常。 系统和方法可以包括由过滤器系统接收预测,识别条件的信息和用户信息。 用户信息可以包括用户偏好信息和用户反馈信息。 系统和方法可以包括基于用户信息确定过滤器标准。 过滤器标准可以基于要向用户提供的预测的偏好以及关于历史预测的历史用户反馈。 响应于确定特定预测满足过滤标准,系统和方法可以包括向用户提供预测。

    Intelligent pursuit detection
    5.
    发明授权
    Intelligent pursuit detection 有权
    智能追踪检测

    公开(公告)号:US09503860B1

    公开(公告)日:2016-11-22

    申请号:US14849599

    申请日:2015-09-10

    IPC分类号: H04W64/00 H04W4/02

    CPC分类号: H04W4/027 H04W4/023

    摘要: Systems and methods may include receiving first motion data corresponding to a first object and receiving second motion data corresponding to a second object. The systems and methods may include determining whether the second object is following the first object based on the first motion data and the second motion data. The systems and methods may include receiving additional information corresponding to the second object. The systems and methods may include determining whether the second object poses a risk to the first object based on the additional information. The systems and methods may include performing processes in response to determining that the second object is following the first object and poses a risk to the first object. Such processes may include providing a notification to a subscribing party. The notification may indicate that the second object is following the first object and poses a risk to the first object.

    摘要翻译: 系统和方法可以包括接收对应于第一对象的第一运动数据并接收对应于第二对象的第二运动数据。 系统和方法可以包括基于第一运动数据和第二运动数据确定第二对象是否跟随第一对象。 系统和方法可以包括接收对应于第二对象的附加信息。 系统和方法可以包括基于附加信息确定第二对象是否对第一对象造成风险。 系统和方法可以包括响应于确定第二对象跟随第一对象并对第一对象构成风险来执行进程。 这样的过程可以包括向订阅方提供通知。 该通知可以指示第二个对象跟随第一个对象并对第一个对象构成风险。

    ASSESSING TRUST OF COMPONENTS IN SYSTEMS
    6.
    发明申请
    ASSESSING TRUST OF COMPONENTS IN SYSTEMS 审中-公开
    评估系统中组件的信任

    公开(公告)号:US20160269436A1

    公开(公告)日:2016-09-15

    申请号:US14642882

    申请日:2015-03-10

    IPC分类号: H04L29/06

    CPC分类号: H04L63/1433 H04L67/12

    摘要: Systems and methods may include receiving performance data of components in a system. The performance data may include data for parameters for each of the components. The systems and methods may include determining aggregate data for each group of similar components of the components. The aggregate data for each group of similar components may include a group characteristic for each of the parameters. The systems and methods may include, for each group of similar components, determining whether the data for each of the parameters for each component is consistent with the group characteristic for the respective parameter. The systems and methods may include, for each component of the respective group determining that the component is anomalous in response to determining that the data for a parameter for the component is not consistent with the group characteristic for the parameter.

    摘要翻译: 系统和方法可以包括接收系统中组件的性能数据。 性能数据可以包括用于每个组件的参数的数据。 系统和方法可以包括确定组件的每组相似组件的聚合数据。 每组相似组件的聚合数据可以包括每个参数的组特征。 系统和方法可以包括对于每个类似组件组,确定每个组件的每个参数的数据是否与相应参数的组特征一致。 响应于确定组件的参数的数据与参数的组特征不一致,系统和方法可以包括相应组的每个组件,确定组件是异常的。

    SELF-LEARNING SIMULATION ENVIRONMENTS
    7.
    发明申请
    SELF-LEARNING SIMULATION ENVIRONMENTS 审中-公开
    自学习模拟环境

    公开(公告)号:US20160258845A1

    公开(公告)日:2016-09-08

    申请号:US14636135

    申请日:2015-03-02

    IPC分类号: G01M99/00 G06N99/00 G06F17/50

    摘要: Systems and methods may include receiving data of a physical system. The systems and methods may include determining whether an anomalous event has occurred based on the data. The systems and methods may include, in response to determining that the anomalous event has occurred, capturing data of the physical system and of an environment. The systems and methods may include generating a virtual representation of the physical system and the environment based on the captured data. The systems and methods may include repeatedly simulating data of the virtual representation by varying parameters of the captured data. The systems and methods may include determining which parameters are a root cause of the anomalous event based on the simulated performance data. The systems and methods may include determining particular values of the parameters that are likely the root cause of the anomalous event to use as a trigger for a proactive process.

    摘要翻译: 系统和方法可以包括接收物理系统的数据。 系统和方法可以包括基于数据确定是否发生了异常事件。 响应于确定异常事件已经发生,系统和方法可以包括捕获物理系统和环境的数据。 系统和方法可以包括基于所捕获的数据生成物理系统和环境的虚拟表示。 系统和方法可以包括通过改变捕获的数据的参数来重复模拟虚拟表示的数据。 系统和方法可以包括基于模拟的性能数据确定哪些参数是异常事件的根本原因。 系统和方法可以包括确定可能是异常事件的根本原因用作主动过程的触发的参数的特定值。

    MANAGEMENT OF PACKAGE DELIVERY
    8.
    发明申请
    MANAGEMENT OF PACKAGE DELIVERY 有权
    包裹交付管理

    公开(公告)号:US20140081951A1

    公开(公告)日:2014-03-20

    申请号:US13617079

    申请日:2012-09-14

    IPC分类号: G06F17/30

    CPC分类号: H04W12/08 H04L63/102

    摘要: Apparatuses, Methods and programs are provided. A method may comprise receiving a first request to verify an identifier associated with a destination from a first requester, responding to the request with a response, the response indicating an existence of a physical address associated with the identifier, the response further comprising a list of authorized entities authorized to access information specifying the physical address, receiving a second request from a second requester to access information specifying the physical address associated with the identifier, determining if the second requester is authorized to have access to information specifying the physical address by analyzing the list of authorized entities corresponding to the identifier; and providing the physical address to the second requester if the second requester is authorized.

    摘要翻译: 提供设备,方法和程序。 一种方法可以包括:从第一请求者接收第一请求以验证与目的地相关联的标识符,响应于具有响应的请求,所述响应指示与所述标识符相关联的物理地址的存在,所述响应还包括: 授权实体被授权访问指定物理地址的信息,从第二请求者接收第二请求以访问指定与标识符相关联的物理地址的信息,通过分析第二请求者是否被授权访问指定物理地址的信息 与该标识符相对应的授权实体的列表; 以及如果第二请求者被授权,则向第二请求者提供物理地址。

    Communicating Personalized Messages Using Quick Response (QR) Codes
    9.
    发明申请
    Communicating Personalized Messages Using Quick Response (QR) Codes 审中-公开
    使用快速响应(QR)代码传达个性化消息

    公开(公告)号:US20130018726A1

    公开(公告)日:2013-01-17

    申请号:US13547819

    申请日:2012-07-12

    IPC分类号: G06Q30/06 G06Q30/02

    CPC分类号: G06Q30/00

    摘要: In some embodiments, a method includes receiving an identification of an intended recipient of a physical package and a personalized message having content based on the identity of the intended recipient. The method further includes identifying a uniform resource locator (URL) comprising a reference to a webpage that displays the personalized message and one or more advertisements regarding products or services related to the physical package. A Quick Response (QR) code encoding the URL comprising the reference to the webpage that displays the personalized message and the one or more advertisements may be generated. The method further includes transmitting the personalized message and the one or more advertisements to the intended recipient via the webpage in response to the intended recipient accessing the URL encoded by the QR code.

    摘要翻译: 在一些实施例中,一种方法包括基于预期接收者的身份接收物理包的预期接收者的标识和具有内容的个性化消息。 所述方法还包括识别统一资源定位符(URL),其包括对显示所述个性化消息的网页的引用以及关于与所述物理包相关的产品或服务的一个或多个广告。 可以生成编码包括对显示个性化消息的网页的引用的URL和一个或多个广告的快速响应(QR)代码。 该方法还包括响应于预期接收者访问由QR码编码的URL,经由网页将个性化消息和一个或多个广告发送到预期接收者。

    System and Method for Dissemination of Relevant Knowledge
    10.
    发明申请
    System and Method for Dissemination of Relevant Knowledge 有权
    传播相关知识的制度与方法

    公开(公告)号:US20090281990A1

    公开(公告)日:2009-11-12

    申请号:US12116662

    申请日:2008-05-07

    IPC分类号: G06F7/06

    CPC分类号: G06F17/30867

    摘要: A method comprises extracting one or more document identifiers from a document currently displayed on the user's computer screen. The method further comprises searching an enterprise network, using the one or more document identifiers, for one or more related documents that are related to the document currently displayed on the user's computer screen. The one or more related documents may then be filtered, and the user may be notified of the one or more filtered related documents.

    摘要翻译: 一种方法包括从当前显示在用户的计算机屏幕上的文档中提取一个或多个文档标识符。 该方法还包括使用一个或多个文档标识符来搜索与当前显示在用户的计算机屏幕上的文档相关的一个或多个相关文档的企业网络。 然后可以过滤一个或多个相关文档,并且可以向用户通知一个或多个过滤的相关文档。