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31. 发明授权

US07512626B2 System and method for selecting a data mining modeling algorithm for data mining applications 失效
标题翻译：选择用于数据挖掘应用的数据挖掘建模算法的系统和方法
公开(公告)号：US07512626B2
公开(公告)日：2009-03-31
申请号：US11174698
申请日：2005-07-05
申请人： Milind Chitgupakar , Mark S. Ramsey , David A. Selby
发明人： Milind Chitgupakar , Mark S. Ramsey , David A. Selby
IPC分类号： G06F7/00
CPC分类号： G06F17/30539 , Y10S707/99936 , Y10S707/99937 , Y10S707/99938 , Y10S707/99942 , Y10S707/99943
摘要： A computing system and method for selecting a data mining modeling algorithm. The computing system comprises a computer readable medium and computing devices electrically coupled through an interface apparatus. A plurality of different data mining modeling algorithms and test data are stored on the computer readable medium. Each of the computing devices comprises a data subset from a plurality of data subsets. A technique is selected for generating a data mining model applied to each of the data subsets. Each of the different data mining modeling algorithms is run simultaneously to generate an associated data mining model on each of the computing devices. Each of the data mining models is compared to the test data to determine a best data model. A best data mining modeling algorithm from the different data mining modeling algorithms is selected in accordance with the best data mining model.
摘要翻译：一种用于选择数据挖掘建模算法的计算系统和方法。计算系统包括计算机可读介质和通过接口设备电耦合的计算设备。多个不同的数据挖掘建模算法和测试数据被存储在计算机可读介质上。每个计算设备包括来自多个数据子集的数据子集。选择一种技术来生成应用于每个数据子集的数据挖掘模型。每个不同的数据挖掘建模算法同时运行以在每个计算设备上生成相关联的数据挖掘模型。将每个数据挖掘模型与测试数据进行比较，以确定最佳数据模型。根据最佳数据挖掘模型选择不同数据挖掘建模算法的最佳数据挖掘建模算法。

32. 发明申请

US20080140470A1 USING PERCENTILE DATA IN BUSINESS ANALYSIS OF TIME SERIES DATA 有权
标题翻译：在时间序列数据业务分析中使用分析数据
公开(公告)号：US20080140470A1
公开(公告)日：2008-06-12
申请号：US11609414
申请日：2006-12-12
申请人： Mark S. Ramsey , David A. Selby , Stephen J. Todd
发明人： Mark S. Ramsey , David A. Selby , Stephen J. Todd
IPC分类号： G06Q10/00 , G06F17/18
CPC分类号： G06F17/18 , G06Q10/063 , G06Q40/00 , G06Q40/025 , G06Q50/265
摘要： A real time data processing system, method and program product for processing a stream of data events. A system is provided that includes: a running profile processing system for updating a running profile each time a new data event value is inputted, wherein the running profile includes percentile data; and an analysis system for analyzing the running profile, wherein the analysis system performs a composite analysis that utilizes: (a) results obtained from comparing a new data event value to the percentile data, and (b) stored results obtained from previous compare operations.
摘要翻译：一种用于处理数据事件流的实时数据处理系统，方法和程序产品。提供了一种系统，其包括：运行简档处理系统，用于在每次输入新的数据事件值时更新运行简档，其中运行简档包括百分位数据; 以及用于分析运行简档的分析系统，其中所述分析系统执行复合分析，其利用：（a）通过将新的数据事件值与所述百分位数据进行比较而获得的结果，以及（b）从先前比较操作获得的存储结果。

33. 发明申请

US20080140345A1 STATISTICAL SUMMARIZATION OF EVENT DATA 审中-公开
标题翻译：事件数据的统计总结
公开(公告)号：US20080140345A1
公开(公告)日：2008-06-12
申请号：US11567905
申请日：2006-12-07
申请人： Mark S. Ramsey , David A. Selby , Stephen J. Todd
发明人： Mark S. Ramsey , David A. Selby , Stephen J. Todd
IPC分类号： G06F17/18
CPC分类号： G06F17/18 , G06Q10/00
摘要： A system, method and program product for processing data events. A system is provided that includes a system for processing a set E of data event values Ei, comprising: a system for selecting a function F(D); a system for estimating a value of X such that the sum of F(X−Ei) for all data event values Ei in the set E is zero, wherein the value X provides a general statistical property of the set of data event values E; and an analysis system that analyzes the general statistical property.
摘要翻译：用于处理数据事件的系统，方法和程序产品。提供了一种系统，其包括用于处理数据事件值E的集合E的系统，包括：用于选择函数F（D）的系统; 用于估计X的值的系统，使得对于集合E中的所有数据事件值E i i i的F（X∈Li）的和为零，其中值X 提供数据事件值集合E的一般统计特性; 以及分析一般统计属性的分析系统。

34. 发明申请

US20080127127A1 METHOD, SYSTEM AND PROGRAM PRODUCT FOR TRANSFORMING A SINGLE LANGUAGE PROGRAM INTO MULTIPLE LANGUAGE PROGRAMS 有权
标题翻译：用于将单一语言程序转换为多种语言程序的方法，系统和程序产品
公开(公告)号：US20080127127A1
公开(公告)日：2008-05-29
申请号：US11564658
申请日：2006-11-29
申请人： Milind Chitgupakar , Mark S. Ramsey
发明人： Milind Chitgupakar , Mark S. Ramsey
IPC分类号： G06F9/45
CPC分类号： G06F8/51
摘要： A method, system and program product for transforming a source code in one language into one or more target modules in one or more languages is provided. The method includes selecting one or more target programming languages suitable for transforming each source module of a source code into one or more target modules written in one or more target programming languages. The method further includes parsing the source code and looking up for a source function in the source code an equivalent target function in a target programming language, such that execution of the equivalent target function in the target programming language is optimized. The method further includes writing out in the target programming language the equivalent target function corresponding to the source function, such that each source module is transformed into one or more target modules whose execution in the one or more target programming languages is optimized.
摘要翻译：提供一种用于将一种语言的源代码转换为一种或多种语言的一个或多个目标模块的方法，系统和程序产品。该方法包括选择适合于将源代码的每个源模块转换为用一个或多个目标编程语言编写的一个或多个目标模块的一个或多个目标编程语言。该方法还包括解析源代码并在源代码中查找源函数，以目标编程语言中的等效目标函数，从而优化目标编程语言中的等效目标函数的执行。该方法还包括在目标编程语言中写出与源函数对应的等效目标函数，使得每个源模块被转换成一个或多个在一个或多个目标编程语言中的执行被优化的目标模块。

35. 发明申请

US20130185245A1 SOCIAL NETWORK ANALYSIS FOR CHURN PREDICTION 有权
标题翻译：社会网络分析预测
公开(公告)号：US20130185245A1
公开(公告)日：2013-07-18
申请号：US13350865
申请日：2012-01-16
申请人： Gary F. Anderson , Mark S. Ramsey , David A. Selby
发明人： Gary F. Anderson , Mark S. Ramsey , David A. Selby
IPC分类号： G06N5/04
CPC分类号： G06Q50/00
摘要： Traditional methods of prediction of the likelihood of churning in a given market such as wireless telecommunications are improved by inclusion of social network analysis to predict churning by members of a population in response to churning by any given individual member of that population. A sphere of influence of individual members of the population on other members of the population are modeled and analyzed through a plurality of degrees of separation and quantitatively evaluated by a number of relational algebraic joins in which at least one such join includes weights to assert a diminishing influence with number of degrees of separation.
摘要翻译：通过纳入社会网络分析来预测人群中任何给定的个体成员的搅动，可以改善传统方法来预测在某一特定市场（如无线电信）中发生搅动的可能性。个人成员对群体其他成员的影响范围通过多个分离度进行建模和分析，并通过多个关系代数联合进行定量评估，其中至少一个此类连接包括权重以断言递减的影响分离度数。

36. 发明授权

US08103481B2 Processing irregularly occuring data events in real time 失效
标题翻译：处理不规律地发生数据事件的实时
公开(公告)号：US08103481B2
公开(公告)日：2012-01-24
申请号：US11609358
申请日：2006-12-12
申请人： Mark S. Ramsey , David A. Selby , Stephen J. Todd
发明人： Mark S. Ramsey , David A. Selby , Stephen J. Todd
IPC分类号： G06F17/00
CPC分类号： G06Q10/10
摘要： A system, method and program product for processing irregularly occurring data events in real time. A system is provided for processing a stream of data events occurring over irregular time periods, including: a system for updating a running estimate each time a new data event is detected, wherein the running estimate is calculated based on a value associated with the new data event, an amount of time that elapsed since a previous data event was detected, and a previously calculated running estimate; and an analysis system that analyzes the running estimate after it is updated to identify a suspect data event value.
摘要翻译：一种用于实时处理不规则发生的数据事件的系统，方法和程序产品。提供了一种用于处理在不规则时间段内发生的数据事件流的系统，包括：每次检测到新数据事件时更新运行估计的系统，其中基于与新数据相关联的值来计算运行估计值事件，从检测到先前的数据事件起经过的时间量，以及先前计算的运行估计值; 以及分析系统，其在更新运行估计之后分析运行估计以识别可疑数据事件值。

37. 发明授权

US08095416B2 Method, system, and computer program product for the dynamic generation of business intelligence alert triggers 有权
标题翻译：方法，系统和计算机程序产品，用于动态生成商业智能警报触发器
公开(公告)号：US08095416B2
公开(公告)日：2012-01-10
申请号：US11385287
申请日：2006-03-21
申请人： Richard A. Harvey , Mark S. Ramsey
发明人： Richard A. Harvey , Mark S. Ramsey
IPC分类号： G06Q10/00
CPC分类号： G06Q10/10 , G06F11/3452 , G06Q10/063 , G06Q10/0639 , G06Q10/06393
摘要： The present invention provides a method, system, and computer program product for dynamically generating business intelligence alert triggers. A method in accordance with an embodiment of the present invention includes: identifying an attribute; monitoring data values associated with the attribute; analyzing the data values to establish a baseline value; generating a trigger value based on a variance from the baseline value; and repeating the monitoring, analyzing and generation steps to dynamically refine the baseline value and the trigger value based on new data values.
摘要翻译：本发明提供一种用于动态生成商业智能警报触发器的方法，系统和计算机程序产品。根据本发明的实施例的方法包括：识别属性; 监视与属性相关联的数据值; 分析数据值以建立基准值; 基于与基准值的差异生成触发值; 并重复监视，分析和生成步骤以基于新的数据值动态地改进基准值和触发值。

38. 发明授权

US07865332B2 Scaled exponential smoothing for real time histogram 有权
标题翻译：实时直方图的缩放指数平滑
公开(公告)号：US07865332B2
公开(公告)日：2011-01-04
申请号：US11620836
申请日：2007-01-08
申请人： Mark S. Ramsey , David A. Selby , Stephen J. Todd
发明人： Mark S. Ramsey , David A. Selby , Stephen J. Todd
IPC分类号： G06F19/00
CPC分类号： G06F17/18
摘要： A system, method and program product for processing a stream of data events using scaled exponential smoothing for maintaining a histogram. A system is provided having: a set of histogram data that maintains a running value for each of a plurality of buckets; a bucket identification system for identifying a bucket b into which a new data event value belongs; an exponential smoothing system that applies a decay factor to the set of histogram data utilizing a first algorithm for the running value associated with bucket b, and a second algorithm for each remaining running value; and an analysis system for analyzing data event values in view of the histogram data.
摘要翻译：一种用于使用缩放指数平滑处理数据事件流以维持直方图的系统，方法和程序产品。提供了一种系统，其具有：维持多个桶中的每个桶的运行值的一组直方图数据; 用于识别新数据事件值所属的桶b的桶识别系统; 指数平滑系统，使用用于与桶b相关联的运行值的第一算法将衰减因子应用于直方图数据集，以及针对每个剩余运行值的第二算法; 以及用于根据直方图数据分析数据事件值的分析系统。

39. 发明授权

US07844613B2 Data warehouse with operational layer 有权
标题翻译：数据仓库与操作层
公开(公告)号：US07844613B2
公开(公告)日：2010-11-30
申请号：US11337983
申请日：2006-01-24
申请人： Mark S. Ramsey , David A. Selby
发明人： Mark S. Ramsey , David A. Selby
IPC分类号： G06F7/00
CPC分类号： G06F17/30592 , G06F17/30489
摘要： A data warehouse having an operational layer is provided. The data warehouse stores historical data in an historical format that is based on operational data for an organization. The operational layer enables access to the historical data in an operational format that is used to store the operational data on which the historical data is based. The invention further provides a solution for managing the data warehouse with the operational layer. The operational layer can be incorporated in various solutions. To this extent, the invention further provides a solution for developing an application using the operational layer of the data warehouse.
摘要翻译：提供具有操作层的数据仓库。数据仓库以历史格式存储基于组织运营数据的历史数据。操作层能够以用于存储历史数据所基于的操作数据的操作格式访问历史数据。本发明还提供了一种用于使用操作层管理数据仓库的解决方案。操作层可以并入各种解决方案。在这个程度上，本发明还提供了使用数据仓库的操作层来开发应用的解决方案。

40. 发明授权

US07617172B2 Using percentile data in business analysis of time series data 有权
标题翻译：在时间序列数据的业务分析中使用百分位数据
公开(公告)号：US07617172B2
公开(公告)日：2009-11-10
申请号：US11609414
申请日：2006-12-12
申请人： Mark S. Ramsey , David A. Selby , Stephen J. Todd
发明人： Mark S. Ramsey , David A. Selby , Stephen J. Todd
IPC分类号： G06F17/00
CPC分类号： G06F17/18 , G06Q10/063 , G06Q40/00 , G06Q40/025 , G06Q50/265
摘要： A real time data processing system, method and program product for processing a stream of data events. A system is provided that includes: a running profile processing system for updating a running profile each time a new data event value is inputted, wherein the running profile includes percentile data; and an analysis system for analyzing the running profile, wherein the analysis system performs a composite analysis that utilizes: (a) results obtained from comparing a new data event value to the percentile data, and (b) stored results obtained from previous compare operations.
摘要翻译：一种用于处理数据事件流的实时数据处理系统，方法和程序产品。提供了一种系统，其包括：运行简档处理系统，用于在每次输入新的数据事件值时更新运行简档，其中运行简档包括百分位数据; 以及用于分析运行简档的分析系统，其中所述分析系统执行复合分析，其利用：（a）通过将新的数据事件值与所述百分位数据进行比较而获得的结果，以及（b）从先前比较操作获得的存储结果。

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