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.

    Visual modification and training of an anomaly detection image

    公开(公告)号:US10222959B2

    公开(公告)日:2019-03-05

    申请号:US15087338

    申请日:2016-03-31

    IPC分类号: G06F3/0484 G06T11/20

    摘要: A method includes formatting for display, on a visual screen, an image comprising: (1) a coordinate system, (2) a plurality of distinguishable areas within the coordinate system, each distinguishable area graphically representing a respective formula, and (3) a plurality of data points. The method also includes receiving user input comprising a modification to a particular distinguishable area. In response to receiving the user input, the method includes modifying one or more respective formulas based on the modification to the distinguishable area. For each data point, the method further includes associating the data point with one of the distinguishable areas by determining which of the modified formulas the data point falls within. The method further includes formatting for display a graphical representation of each modified formula. The method additionally includes storing the graphical representation of each modified formula for use as a modified image in future operations.

    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.

    VISUAL GENERATION OF AN ANOMALY DETECTION IMAGE

    公开(公告)号:US20170287178A1

    公开(公告)日:2017-10-05

    申请号:US15087205

    申请日:2016-03-31

    IPC分类号: G06T11/20 G06T7/00

    CPC分类号: G06T11/206

    摘要: A method includes formatting for display, on a visual screen, an image comprising a coordinate system and a plurality of data points within the coordinate system, wherein the plurality of data points define historical performance data for a computer system. The method further includes receiving a user input defining a distinguishable area within the coordinate system and an action associated with the distinguishable area. The method additionally includes generating a formula representing the distinguishable area.

    VISUAL MODIFICATION AND TRAINING OF AN ANOMALY DETECTION IMAGE

    公开(公告)号:US20170285917A1

    公开(公告)日:2017-10-05

    申请号:US15087338

    申请日:2016-03-31

    IPC分类号: G06F3/0484 G06T11/20

    摘要: A method includes formatting for display, on a visual screen, an image comprising: (1) a coordinate system, (2) a plurality of distinguishable areas within the coordinate system, each distinguishable area graphically representing a respective formula, and (3) a plurality of data points. The method also includes receiving user input comprising a modification to a particular distinguishable area. In response to receiving the user input, the method includes modifying one or more respective formulas based on the modification to the distinguishable area. For each data point, the method further includes associating the data point with one of the distinguishable areas by determining which of the modified formulas the data point falls within. The method further includes formatting for display a graphical representation of each modified formula. The method additionally includes storing the graphical representation of each modified formula for use as a modified image in future operations.

    FEEDBACK AND CUSTOMIZATION IN EXPERT SYSTEMS FOR ANOMALY PREDICTION
    16.
    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
    17.
    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。

    VALIDATION OF CONSISTENCY AND COMPLETENESS OF ACCESS CONTROL POLICY SETS
    18.
    发明申请
    VALIDATION OF CONSISTENCY AND COMPLETENESS OF ACCESS CONTROL POLICY SETS 有权
    一致性验证和访问控制策略集的完整性

    公开(公告)号:US20120124639A1

    公开(公告)日:2012-05-17

    申请号:US12945642

    申请日:2010-11-12

    IPC分类号: G06F17/00

    CPC分类号: G06F21/604

    摘要: Consistency and/or completeness of access control policy sets may be validated and/or verified. An access control policy set may be received. The access control policy set may include access control policies that allow or disallow access to computing resources. Individual ones of the access control policies may include one or more attributes. The one or more attributes of a given access control policy may be ordered into a predetermined order responsive to the one or more attributes of the given access control policy lacking the predetermined order. A decision tree may be generated based on the access control policies. The decision tree may be analyzed to determine one or more of (1) whether one or more of the access control policies are incomplete, or (2) whether one or more of the access control policies are inconsistent with one or more other ones of the access control policies.

    摘要翻译: 访问控制策略集的一致性和/或完整性可以被验证和/或验证。 可以接收访问控制策略集。 访问控制策略集可以包括允许或不允许访问计算资源的访问控制策略。 访问控制策略中的各个可以包括一个或多个属性。 响应于缺少预定顺序的给定访问控制策略的一个或多个属性,给定访问控制策略的一个或多个属性可被排序成预定顺序。 可以基于访问控制策略来生成决策树。 可以分析决策树以确定(1)访问控制策略中的一个或多个是否不完整的一个或多个,或者(2)访问控制策略中的一个或多个是否与一个或多个其他访问控制策略不一致 访问控制策略。