Methods for cost-sensitive modeling for intrusion detection and response
    1.
    发明授权
    Methods for cost-sensitive modeling for intrusion detection and response 有权
    入侵检测和响应的成本敏感建模方法

    公开(公告)号:US07818797B1

    公开(公告)日:2010-10-19

    申请号:US10269718

    申请日:2002-10-11

    IPC分类号: G06F12/16

    CPC分类号: H04L63/1425 G06F21/55

    摘要: A method of detecting an intrusion in the operation of a computer system based on a plurality of events. A rule set is determined for a training set of data comprising a set of features having associated costs. For each of a plurality of events, the set of features is computed and a class is predicted for the features with a rule of the rule set. For each event predicted as an intrusion, a response cost and a damage cost are determined, wherein the damage cost is determined based on such factors as the technique of the intrusion, the criticality of the component of the computer system subject to the intrusion, and a measure of progress of the intrusion. If the damage cost is greater than or equal to the response cost, a response to the event.

    摘要翻译: 一种基于多个事件来检测计算机系统的操作中的入侵的方法。 对于包括具有相关联的成本的一组特征的训练数据集来确定规则集。 对于多个事件中的每一个,计算特征集合,并且针对具有规则集合的规则的特征预测类。 对于作为入侵预测的每个事件,确定响应成本和损害成本,其中损害成本基于入侵技术,受入侵的计算机系统的组件的关键性以及 入侵进度的度量。 如果损害成本大于或等于响应成本,则对事件做出回应。

    Method and system for using intelligent agents for financial
transactions, services, accounting, and advice
    2.
    发明授权
    Method and system for using intelligent agents for financial transactions, services, accounting, and advice 失效
    使用智能代理进行金融交易,服务,会计和咨询的方法和系统

    公开(公告)号:US5920848A

    公开(公告)日:1999-07-06

    申请号:US10677

    申请日:1998-01-22

    摘要: The present invention relates to the use of computerized intelligent agents to facilitate the integration of networked performance of financial transactions with computerized methods of financial accounting. Incorporated into this combined financial transaction/financial accounting system are intelligent agents that automatically analyze the system information to provide users with financial advice. This invention permits the automated performance on-line of a wide variety of financial transactions and integrates these transactions with computerized financial accounting. All of this information is collated and analyzed automatically by intelligent agents, which generate user-specific financial reports, profiles, and advice, and under appropriate conditions take action.

    摘要翻译: 本发明涉及使用计算机智能代理来促进金融交易的联网绩效与计算机化的财务会计方法的整合。 并入该组合的金融交易/财务会计系统是智能代理,可自动分析系统信息,为用户提供财务咨询。 本发明允许在线进行各种金融交易的自动化表现,并将这些交易与计算机化的财务会计相结合。 所有这些信息都由智能代理自动整理和分析,这些代理生成用户特定的财务报告,配置文件和建议,并在适当的条件下采取行动。

    System and methods for anomaly detection and adaptive learning
    3.
    发明授权
    System and methods for anomaly detection and adaptive learning 有权
    异常检测和自适应学习的系统和方法

    公开(公告)号:US07424619B1

    公开(公告)日:2008-09-09

    申请号:US10269694

    申请日:2002-10-11

    摘要: In a method of generating an anomaly detection model for classifying activities of a computer system, using a training set of data corresponding to activity on the computer system, the training set comprising a plurality of instances of data having features, and wherein each feature in said plurality of features has a plurality of values. For a selected feature and a selected value of the selected feature, a quantity is determined which corresponds to the relative sparsity of such value. The quantity may correspond to the difference between the number occurrences of the selected value and the number of occurrences of the most frequently occurring value. These instances are classified as anomaly and added to the training set of normal data to generate a rule set or other detection model.

    摘要翻译: 在产生用于对计算机系统的活动进行分类的异常检测模型的方法中,使用与计算机系统上的活动相对应的数据的训练集合,所述训练集合包括具有特征的多个数据实例,并且其中所述 多个特征具有多个值。 对于所选特征和所选特征的选定值,确定与该值相对稀疏度对应的数量。 数量可以对应于所选值的出现次数与最常发生值的出现次数之间的差异。 这些实例被分类为异常,并添加到正常数据的训练集中以生成规则集或其他检测模型。

    CHARGE SHARING SYSTEM AND METHOD OF LCOS DISPLAY
    5.
    发明申请
    CHARGE SHARING SYSTEM AND METHOD OF LCOS DISPLAY 审中-公开
    充电共享系统和LCOS显示方法

    公开(公告)号:US20120050245A1

    公开(公告)日:2012-03-01

    申请号:US13265447

    申请日:2010-09-16

    IPC分类号: G09G3/36 G06F3/038

    摘要: In the field of a liquid crystal on silicon (LCoS) display, a charge sharing system and a charge sharing method of an LCoS display are provided. The system includes: a column driving circuit, a row driving circuit, a pixel matrix, a control circuit, a gamma reference voltage circuit, and a first switching module. The column driving circuit includes a second switching module, a buffer, a shift register, a latch, and a digital-to-analog (D/A) converter. The second switching module is serially connected between the D/A converter and the buffer. The control circuit simultaneously outputs a signal for controlling turn-off of the buffer, a signal for controlling turn-off of a switch in the second switching module, and a signal for controlling turn-off of the gamma reference voltage circuit. The control circuit outputs a signal for controlling turn-on of a switch in the first switching module. The control circuit outputs a signal for controlling the row driving circuit. The control circuit simultaneously outputs a signal for controlling turn-on of the buffer, a signal for controlling turn-on of the switch in the second switching module, and a signal for controlling turn-on of the gamma reference voltage circuit.

    摘要翻译: 在液晶硅(LCoS)显示领域,提供LCoS显示的电荷共享系统和电荷共享方法。 该系统包括:列驱动电路,行驱动电路,像素矩阵,控制电路,伽马参考电压电路和第一开关模块。 列驱动电路包括第二开关模块,缓冲器,移位寄存器,锁存器和数模(D / A)转换器。 第二开关模块串联连接在D / A转换器和缓冲器之间。 控制电路同时输出用于控制缓冲器的关断的信号,用于控制第二开关模块中的开关的关断的信号和用于控制伽马参考电压电路的关断的信号。 控制电路输出用于控制第一开关模块中的开关的接通的信号。 控制电路输出用于控制行驱动电路的信号。 控制电路同时输出用于控制缓冲器的接通的信号,用于控制第二开关模块中的开关的导通的信号和用于控制伽马参考电压电路的导通的信号。

    Method and system for predicting resource usage of reusable stream processing elements
    6.
    发明授权
    Method and system for predicting resource usage of reusable stream processing elements 有权
    用于预测可重用流处理元素资源使用的方法和系统

    公开(公告)号:US07941387B2

    公开(公告)日:2011-05-10

    申请号:US11935079

    申请日:2007-11-05

    IPC分类号: G06F17/00 G06N5/02

    CPC分类号: G06N99/005

    摘要: A method is provided for generating a resource function estimate of resource usage by an instance of a processing element configured to consume zero or more input data streams in a stream processing system having a set of available resources that comprises receiving at least one specified performance metric for the zero or more input data streams and a processing power of the set of available resources, wherein one specified performance metric is stream rate; generating a multi-part signature of executable-specific information for the processing element and a multi-part signature of context-specific information for the instance; accessing a database of resource functions to identify a static resource function corresponding to the executable-specific information and a context-dependent resource function corresponding to the context-specific information; combining the static resource function and the context-dependent resource function to form a composite resource function for the instance; and applying the resource function to the at least one specified performance metric and the processing power to generate the resource function estimate of the at least one specified performance metric for processing by the instance.

    摘要翻译: 提供了一种用于通过被配置为在具有一组可用资源的流处理系统中消耗零个或多个输入数据流的处理元件的实例来生成资源使用的资源功能估计的方法,所述流处理系统包括:一组可用资源,其包括接收至少一个指定的性能度量 零个或多个输入数据流和可用资源集合的处理能力,其中一个指定的性能度量是流速率; 生成用于处理元件的可执行特定信息的多部分签名和该实例的上下文特定信息的多部分签名; 访问资源功能的数据库以识别与所述可执行特定信息相对应的静态资源功能以及与所述上下文特定信息相对应的与上下文相关的资源功能; 结合静态资源功能和上下文相关资源功能,形成实例的复合资源功能; 以及将所述资源功能应用于所述至少一个指定的性能度量和所述处理能力,以生成所述至少一个指定的性能度量的资源功能估计,以供所述实例处理。

    Heating apparatus with enhanced thermal uniformity and method for making thereof
    7.
    发明授权
    Heating apparatus with enhanced thermal uniformity and method for making thereof 有权
    具有增强的热均匀性的加热装置及其制造方法

    公开(公告)号:US07901509B2

    公开(公告)日:2011-03-08

    申请号:US11549968

    申请日:2006-10-16

    IPC分类号: C23C16/00 H01L21/306

    CPC分类号: C23C16/4586 H01L21/67103

    摘要: A heating apparatus for regulating/controlling the surface temperature of a substrate is provided. At least a thermal pyrolytic graphite (TPG) layer is embedded in the heater to diffuse the temperature difference of the various components in the heating apparatus and provide temporal and spatial control of the surface temperature of the substrate, for a relatively uniform substrate temperature with the difference between the maximum and minimum temperature points on the substrate of less than 10° C.

    摘要翻译: 提供一种用于调节/控制基板的表面温度的加热装置。 至少一个热解石墨(TPG)层被嵌入在加热器中以扩散加热装置中的各种组分的温度差,并提供衬底的表面温度的时间和空间控制,对于相对均匀的衬底温度, 基板上最大和最小温度点之间的差值小于10°C

    SELF-POWERED IN-PIPE FLUID METER AND PIPING NETWORK COMPRISING A PLURALITY OF SUCH FLUID METERS
    8.
    发明申请
    SELF-POWERED IN-PIPE FLUID METER AND PIPING NETWORK COMPRISING A PLURALITY OF SUCH FLUID METERS 失效
    自供电的管内流量计和包含这种流量计的多重流量的管网

    公开(公告)号:US20100085211A1

    公开(公告)日:2010-04-08

    申请号:US12376733

    申请日:2007-08-06

    IPC分类号: G08B1/00

    CPC分类号: G01N33/18 G01F1/10 G01F15/063

    摘要: A self-powered in-pipe fluid meter to be mounted inside of a pipe carrying a fluid therein. The fluid meter comprises at least one sensing unit capable of measuring one or more parameters of the fluid inside of the pipe; a telemetric data transmission unit capable of telemetrically transmitting data including a measured fluid parameter to a host terminal and/or another fluid meter; and at least one fluid-driven power source unit capable of generating power from the fluid flow within the pipe and supplying power to the sensing unit and/or the transmission unit.

    摘要翻译: 一种自供电的管内流量计,安装在其中携带流体的管道的内部。 所述流量计包括能够测量所述管内部的流体的一个或多个参数的至少一个传感单元; 遥测数据传输单元,其能够将包括测量的流体参数的数据遥测地传送到主机终端和/或另一个流量计; 以及至少一个流体驱动的电源单元,其能够从管道内的流体流产生功率,并向感测单元和/或传输单元供电。

    METHOD AND APPARATUS FOR STRUCTURAL DATA CLASSIFICATION
    9.
    发明申请
    METHOD AND APPARATUS FOR STRUCTURAL DATA CLASSIFICATION 有权
    用于结构数据分类的方法和装置

    公开(公告)号:US20090319457A1

    公开(公告)日:2009-12-24

    申请号:US12141251

    申请日:2008-06-18

    IPC分类号: G06N5/02

    CPC分类号: G06N99/005

    摘要: Techniques for classifying structural data with skewed distribution are disclosed. By way of example, a method classifying structural input data comprises a computer system performing the following steps. Multiple classifiers are constructed, wherein each classifier is constructed on a subset of training data, using one or more selected composite features from the subset of training data. A consensus among the multiple classifiers is computed in accordance with a voting scheme such that at least a portion of the structural input data is assigned to a particular class in accordance with the computed consensus. Such techniques for structured data classification are capable of handling skewed class distribution and partial feature coverage issues.

    摘要翻译: 公开了分布具有偏斜分布的结构数据的技术。 作为示例,分类结构输入数据的方法包括执行以下步骤的计算机系统。 构建多个分类器,其中使用来自训练数据的子集的一个或多个选定的复合特征,在训练数据的子集上构建每个分类器。 根据投票方案计算多个分类器之间的共识,使得至少一部分结构输入数据根据所计算的一致性被分配给特定类别。 这种用于结构化数据分类的技术能够处理倾斜的类分布和部分特征覆盖问题。

    Optimized auction commodity distribution system, method, and computer program product
    10.
    发明授权
    Optimized auction commodity distribution system, method, and computer program product 有权
    优化拍卖商品分销系统,方法和计算机程序产品

    公开(公告)号:US07636675B1

    公开(公告)日:2009-12-22

    申请号:US10632799

    申请日:2003-08-04

    申请人: Jie Cheng Jie Du Wei Fan

    发明人: Jie Cheng Jie Du Wei Fan

    IPC分类号: G06Q30/00

    CPC分类号: G06Q10/04 G06Q30/08

    摘要: A commodity product distribution plan is used to instruct source sites as to how commodity products are to be distributed among target sites. Where the commodity products are to be sold at auction, a wide range of auction prices can be expected due to mixed models, model years, commodity attributes such as color or optional features, economic conditions, and the auction site location itself. Additional factors that contribute to realized auction prices include depreciation and interest rate costs as well as constraints on shipments and auction site capacities. The present invention provides forecast auction prices for the commodity products, taking these various factors into consideration. In this way, an optimized distribution planned aimed at maximizing the potential profit for the commodity products to be sold at auction is generated.

    摘要翻译: 商品产品分配计划用于指示源站点如何在目标站点之间分发商品产品。 如果商品在拍卖会上出售,由于混合模型,模特年份,颜色或可选特征,经济条件和拍卖地点本身等商品属性,可以预期拍卖价格范围广泛。 促成实现拍卖价格的其他因素包括折旧和利率成本以及出货和拍卖现场能力的限制。 本发明提供了商品的预测拍卖价格,并考虑了这些因素。 这样就可以产生一个优化的分销计划,旨在最大限度地提高在拍卖会上出售的商品的潜在利润。