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    • 2. 发明授权
    • Anomaly detection in data perspectives
    • 数据透视异常检测
    • US07065534B2
    • 2006-06-20
    • US10874956
    • 2004-06-23
    • Allan FoltingBo ThiessonDavid E. HeckermanDavid M. ChickeringEric Barber Vigesaa
    • Allan FoltingBo ThiessonDavid E. HeckermanDavid M. ChickeringEric Barber Vigesaa
    • G06F7/00G06F17/00
    • G06F17/30592G06N7/00Y10S707/957Y10S707/958Y10S707/99943
    • The present invention leverages curve fitting data techniques to provide automatic detection of data anomalies in a “data tube” from a data perspective, allowing, for example, detection of data anomalies such as on-screen, drill down, and drill across data anomalies in, for example, pivot tables and/or OLAP cubes. It determines if data substantially deviates from a predicted value established by a curve fitting process such as, for example, a piece-wise linear function applied to the data tube. A threshold value can also be employed by the present invention to facilitate in determining a degree of deviation necessary before a data value is considered anomalous. The threshold value can be supplied dynamically and/or statically by a system and/or a user via a user interface. Additionally, the present invention provides an indication to a user of the type and location of a detected anomaly from a top level data perspective.
    • 本发明利用曲线拟合数据技术从数据角度提供“数据管”中的数据异常的自动检测,从而允许例如检测诸如屏幕上的数据异常,向下钻取和钻取数据异常的数据异常 例如,枢轴表和/或OLAP多维数据集。 它确定数据是否基本上偏离由曲线拟合处理(例如应用于数据管的分段线性函数)所建立的预测值。 本发明也可以采用阈值,以便在确定数据值被认为是异常之前确定所需的偏差程度。 阈值可以由系统和/或用户经由用户界面动态地和/或静态地提供。 另外,本发明从顶级数据的角度向用户提供了检测到的异常的类型和位置的指示。
    • 3. 发明授权
    • Anomaly detection in data perspectives
    • 数据透视异常检测
    • US07162489B2
    • 2007-01-09
    • US11299539
    • 2005-12-12
    • Allan FoltingBo ThiessonDavid E. HeckermanDavid M. ChickeringEric Barber Vigesaa
    • Allan FoltingBo ThiessonDavid E. HeckermanDavid M. ChickeringEric Barber Vigesaa
    • G06F7/00
    • G06F17/30592G06N7/00Y10S707/957Y10S707/958Y10S707/99943
    • The present invention leverages curve fitting data techniques to provide automatic detection of data anomalies in a “data tube” from a data perspective, allowing, for example, detection of data anomalies such as on-screen, drill down, and drill across data anomalies in, for example, pivot tables and/or OLAP cubes. It determines if data substantially deviates from a predicted value established by a curve fitting process such as, for example, a piece-wise linear function applied to the data tube. A threshold value can also be employed by the present invention to facilitate in determining a degree of deviation necessary before a data value is considered anomalous. The threshold value can be supplied dynamically and/or statically by a system and/or a user via a user interface. Additionally, the present invention provides an indication to a user of the type and location of a detected anomaly from a top level data perspective.
    • 本发明利用曲线拟合数据技术从数据角度提供“数据管”中的数据异常的自动检测,从而允许例如检测诸如屏幕上的数据异常,向下钻取和钻取数据异常的数据异常 例如,枢轴表和/或OLAP多维数据集。 它确定数据是否基本上偏离由曲线拟合处理(例如应用于数据管的分段线性函数)所建立的预测值。 本发明也可以采用阈值,以便在确定数据值被认为是异常之前确定所需的偏差程度。 阈值可以由系统和/或用户经由用户界面动态地和/或静态地提供。 另外,本发明从顶级数据的角度向用户提供了检测到的异常的类型和位置的指示。
    • 7. 发明授权
    • Method, system, and apparatus for implementing object interfaces at runtime
    • 运行时实现对象接口的方法,系统和设备
    • US07281252B1
    • 2007-10-09
    • US10387293
    • 2003-03-12
    • Joshua LindquistDaniel Galen SimmonsLi WangEric Barber VigesaaGloria Monroe Godfrey
    • Joshua LindquistDaniel Galen SimmonsLi WangEric Barber VigesaaGloria Monroe Godfrey
    • G06F13/00
    • G06F17/3089Y10S707/99936
    • A method, system, and apparatus for implementing object interfaces at runtime are provided. According to the method, a request is received for a resource that includes a client side object that supports an object interface. In response to the request, program code is generated that implements the interface. Once the program code implementing the object interface has been generated, the requested resource and the program code implementing the object interface are returned in response to the request for the resource. An intermediary object for mediating communication between objects is also generated and returned in response to the request. If the object interface implements an interface for consuming data, the object interface registers itself with the intermediary object as an event consumer. If the object interface implements a provider interface, the object interface calls the intermediary object in response to the occurrence of a specified type of event.
    • 提供了一种用于在运行时实现对象接口的方法,系统和装置。 根据该方法,接收到包括支持对象接口的客户端对象的资源的请求。 响应请求,生成实现接口的程序代码。 一旦生成了实现对象接口的程序代码,则响应于对资源的请求而返回所请求的资源和实现对象接口的程序代码。 还会产生一个用于中介对象之间的通信的中间对象,并响应该请求返回。 如果对象接口实现了用于消耗数据的接口,则对象接口将自身与中间对象注册为事件消费者。 如果对象接口实现提供者接口,则对象接口将调用中间对象以响应指定类型的事件的发生。