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1.发明授权System and method for optimizing financial performance generated by marketing investments under budget constraints 有权在预算限制下优化营销投资产生的财务绩效的制度和方法公开(公告)号：US08027897B2
公开(公告)日：2011-09-27
申请号：US12262533
申请日：2008-10-31
IPC分类号： G06Q40/00
摘要： Methods, systems, and computer program products are provided for optimizing financial performance. Time series data describing the financial performance generated by corresponding marketing investments is provided to configure an econometric model. Linear coefficients of the econometric model are adjusted in accordance with the qualitative factors received as inputs from experts. The econometric model is transformed into an aggregated non-linear econometric model that includes non-linear factors that cause the financial performance to change at a varying rate as a function of the marketing investments. An allocation of the marketing investments generated by the aggregated non-linear econometric model is adjusted by applying an optimization algorithm to provide an optimized financial performance.
摘要翻译： 提供方法，系统和计算机程序产品以优化财务绩效。 提供描述相应营销投资产生的财务绩效的时间序列数据，以配置计量经济学模型。 计量经济模型的线性系数根据作为专家意见的质量因素进行调整。 计量经济学模型被转化为一个聚集的非线性计量经济学模型，其中包括非线性因素，导致财务绩效作为营销投资的函数以不同的速度变化。 通过应用优化算法来调整由聚合非线性计量经济学模型产生的营销投资的分配，以提供优化的财务绩效。
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2.发明申请公开(公告)号：US20100114794A1
公开(公告)日：2010-05-06
申请号：US12262519
申请日：2008-10-31
IPC分类号： G06Q40/00
摘要： Methods, systems, and computer program products are provided for quantifying financial impact of marketing investments. Time series data describing the financial performance generated by corresponding marketing investments that are made as a function of time is provided to configure an econometric model. The econometric model, which describes a linear relationship between the financial performance and the corresponding marketing investments, is transformed into an aggregated non-linear econometric model that includes non-linear factors causing the financial performance to change at a varying rate as a function of the marketing investments.
摘要翻译： 提供了方法，系统和计算机程序产品，用于量化营销投资的财务影响。 提供描述作为时间函数的相应营销投资产生的财务绩效的时间序列数据，以配置计量经济学模型。 描述财务绩效与相应营销投资之间的线性关系的计量经济学模型被转化为聚合非线性计量经济学模型，其包括非线性因素，导致财务绩效以不同的速率变化，作为 营销投资。
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3.发明授权System and method for incorporating qualitative inputs into econometric models 有权将定性输入纳入计量经济学模型的系统和方法公开(公告)号：US08180694B2
公开(公告)日：2012-05-15
申请号：US12262538
申请日：2008-10-31
IPC分类号： G06Q40/00
摘要： Methods, systems, and computer program products are provided for incorporating qualitative factors into an econometric model. Time series data describing the financial performance generated by corresponding marketing investments that are made as a function of time is provided to configure an econometric model. The econometric model includes linear coefficients that define a linear relationship between the financial performance and the corresponding marketing investments. The linear coefficients are adjusted in accordance with the qualitative factors received as inputs from experts, thereby enabling the qualitative factors to be quantified into the econometric model.
摘要翻译： 提供了方法，系统和计算机程序产品，用于将定性因素纳入计量经济学模型。 提供描述作为时间函数的相应营销投资产生的财务绩效的时间序列数据，以配置计量经济学模型。 计量经济学模型包括线性系数，其定义了财务绩效与相应营销投资之间的线性关系。 线性系数根据作为专家输入的定性因素进行调整，从而使定性因素能够量化到计量经济学模型中。
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4.发明授权公开(公告)号：US08180693B2
公开(公告)日：2012-05-15
申请号：US12262519
申请日：2008-10-31
IPC分类号： G06Q40/00
摘要： Methods, systems, and computer program products are provided for quantifying financial impact of marketing investments. Time series data describing the financial performance generated by corresponding marketing investments that are made as a function of time is provided to configure an econometric model. The econometric model, which describes a linear relationship between the financial performance and the corresponding marketing investments, is transformed into an aggregated non-linear econometric model that includes non-linear factors causing the financial performance to change at a varying rate as a function of the marketing investments.
摘要翻译： 提供了方法，系统和计算机程序产品，用于量化营销投资的财务影响。 提供描述作为时间函数的相应营销投资产生的财务绩效的时间序列数据，以配置计量经济学模型。 描述财务绩效与相应营销投资之间的线性关系的计量经济学模型被转化为聚合非线性计量经济学模型，其包括非线性因素，导致财务绩效以不同的速率变化，作为 营销投资。
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5.发明申请公开(公告)号：US20100114648A1
公开(公告)日：2010-05-06
申请号：US12262538
申请日：2008-10-31
IPC分类号： G06Q10/00
摘要： Methods, systems, and computer program products are provided for incorporating qualitative factors into an econometric model. Time series data describing the financial performance generated by corresponding marketing investments that are made as a function of time is provided to configure an econometric model. The econometric model includes linear coefficients that define a linear relationship between the financial performance and the corresponding marketing investments. The linear coefficients are adjusted in accordance with the qualitative factors received as inputs from experts, thereby enabling the qualitative factors to be quantified into the econometric model.
摘要翻译： 提供了方法，系统和计算机程序产品，用于将定性因素纳入计量经济学模型。 提供描述作为时间函数的相应营销投资产生的财务绩效的时间序列数据，以配置计量经济学模型。 计量经济学模型包括线性系数，其定义了财务绩效与相应营销投资之间的线性关系。 线性系数根据作为专家输入的定性因素进行调整，从而使定性因素能够量化到计量经济学模型中。
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6.发明申请SYSTEM AND METHOD FOR OPTIMIZING FINANCIAL PERFORMANCE GENERATED BY MARKETING INVESTMENTS UNDER BUDGET CONSTRAINTS 有权根据预算约束优化营销投资产生的财务绩效的制度和方法公开(公告)号：US20100114624A1
公开(公告)日：2010-05-06
申请号：US12262533
申请日：2008-10-31
IPC分类号： G06Q10/00
摘要： Methods, systems, and computer program products are provided for optimizing financial performance. Time series data describing the financial performance generated by corresponding marketing investments is provided to configure an econometric model. Linear coefficients of the econometric model are adjusted in accordance with the qualitative factors received as inputs from experts. The econometric model is transformed into an aggregated non-linear econometric model that includes non-linear factors that cause the financial performance to change at a varying rate as a function of the marketing investments. An allocation of the marketing investments generated by the aggregated non-linear econometric model is adjusted by applying an optimization algorithm to provide an optimized financial performance.
摘要翻译： 提供方法，系统和计算机程序产品以优化财务绩效。 提供描述相应营销投资产生的财务绩效的时间序列数据，以配置计量经济学模型。 计量经济模型的线性系数根据作为专家意见的质量因素进行调整。 计量经济学模型被转化为一个聚集的非线性计量经济学模型，其中包括非线性因素，导致财务绩效作为营销投资的函数以不同的速度变化。 通过应用优化算法来调整由聚合非线性计量经济学模型产生的营销投资的分配，以提供优化的财务绩效。
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公开(公告)号：US09218527B2
公开(公告)日：2015-12-22
申请号：US13248887
申请日：2011-09-29
CPC分类号： G06K9/00536 , G06K9/00523
摘要： An example method for anomaly detection in streaming data includes applying statistical analysis to streaming data in a sliding window. The method also includes extracting a feature. The method also includes determining class assignment for the feature using class conditional probability densities and a threshold.
摘要翻译： 流数据中异常检测的一个示例方法包括：在滑动窗口中对流数据应用统计分析。 该方法还包括提取特征。 该方法还包括使用类条件概率密度和阈值确定特征的类分配。
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公开(公告)号：US08620609B2
公开(公告)日：2013-12-31
申请号：US12900307
申请日：2010-10-07
CPC分类号： G06F17/141 , G06K9/00523
摘要： A method and apparatus are disclosed for identifying anomalies of a signal, by analyzing a signal using a frequency-based technique, analyzing results of the frequency-based analysis using a statistical analysis technique, determining one or more limits based on the statistical analysis, and comparing a frequency domain representation of the signal to the limits to identify anomalies of the signal.
摘要翻译： 公开了一种用于识别信号的异常的方法和装置，通过使用基于频率的技术分析信号，使用统计分析技术分析基于频率的分析的结果，基于统计分析确定一个或多个限制，以及 将信号的频域表示与极限进行比较，以识别信号的异常。
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9.发明授权Systems and methods for estimating the number of unique attributes in a database 有权用于估计数据库中唯一属性值的数量的系统和方法公开(公告)号：US07428550B2
公开(公告)日：2008-09-23
申请号：US10928408
申请日：2004-08-27
IPC分类号： G06F17/00
CPC分类号： G06F17/30463 , G06F17/30536 , Y10S707/99943
摘要： Systems and methods for estimating the number of unique attributes in a database are disclosed that can include generating a first estimate of the unique values of an attribute using a data sample; generating a second estimate of the unique values of the attribute in the data sample; forming a weighted first estimate; forming a weighted second estimate; and combining the weighted first and second estimates to form a final estimate.
摘要翻译： 公开了一种用于估计数据库中唯一属性数量的系统和方法，其可以包括使用数据样本生成属性的唯一值的第一估计; 产生数据样本中属性的唯一值的第二估计; 形成加权的第一估计; 形成加权第二估计; 并且将加权的第一和第二估计值组合以形成最终估计。
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公开(公告)号：US20060015504A1
公开(公告)日：2006-01-19
申请号：US10891989
申请日：2004-07-15
申请人： Qingfeng Yu , Choudur Lakshminarayan , Alan Benson
发明人： Qingfeng Yu , Choudur Lakshminarayan , Alan Benson
IPC分类号： G06F17/30
CPC分类号： G06F17/30864
摘要： A method and system for site path evaluation using web session clustering is provided. The method identifies properties of a plurality of web site traversal paths. Data is acquired from a plurality of sessions corresponding to at least a portion of the plurality of web page traversal paths. Portions of the web site traversal paths are grouped into a unified web page category. The plurality of sessions is clustered into a plurality of web session clusters according to a similarity measure. One of the plurality of web session clusters most closely exhibiting at least one predefined metric is selected for analysis of the propertied of a web page traversal path contained therein. A system includes a plurality of web pages, a monitoring program and a computational process configured to receive data and identify properties of the plurality of traversal paths.
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