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1. 发明申请

US20060173889A1 Method and system, in addition to computer program comprising program coding elements and computer program product for analyzing user data organized according to a database structure 审中-公开
标题翻译：方法和系统，除了包括程序编码元件的计算机程序和用于分析根据数据库结构组织的用户数据的计算机程序产品
公开(公告)号：US20060173889A1
公开(公告)日：2006-08-03
申请号：US10526160
申请日：2003-09-02
申请人： Michael Haft , Reimar Hofmann
发明人： Michael Haft , Reimar Hofmann
IPC分类号： G06F7/00 , G06F17/00
CPC分类号： G06Q10/10 , G06F16/2462
摘要： The invention relates to analysis of user data organized according to a database structure, such as customer data or product data in a company.
摘要翻译：本发明涉及根据数据库结构组织的用户数据的分析，例如公司中的客户数据或产品数据。

2. 发明申请

US20060129580A1 Method and computer configuration for providing database information of a first database and method for carrying out the computer-aided formation of a statistical image of a database 审中-公开
标题翻译：用于提供第一数据库的数据库信息的方法和计算机配置以及用于执行计算机辅助地形成数据库的统计图像的方法
公开(公告)号：US20060129580A1
公开(公告)日：2006-06-15
申请号：US10534510
申请日：2003-10-21
申请人： Michael Haft , Reimar Hofmann
发明人： Michael Haft , Reimar Hofmann
IPC分类号： G06F17/00
CPC分类号： G06F16/20
摘要： 09 A first statistical image is formed for the first database whereby representing statistical correlations of the data elements contained in the first database. Afterwards, the first statistical image is stored in a server computer and transmitted from this server computer over a communications network to a client computer. The received first statistical image is processed by the client computer.
摘要翻译： 09为第一数据库形成第一统计图像，从而表示包含在第一数据库中的数据元素的统计相关性。之后，将第一统计图像存储在服务器计算机中，并通过通信网络从该服务器计算机传送到客户端计算机。接收的第一个统计图像由客户端计算机处理。

3. 发明申请

US20070083343A1 Statistical models for improving the performance of database operations 审中-公开
标题翻译：提高数据库操作性能的统计模型
公开(公告)号：US20070083343A1
公开(公告)日：2007-04-12
申请号：US11581452
申请日：2006-10-17
申请人： Michael Haft , Reimar Hofmann
发明人： Michael Haft , Reimar Hofmann
IPC分类号： G06F19/00
CPC分类号： G06F16/30 , G06F16/2465
摘要： A method for performing an automatic software-driven statistical evaluation of a large amount of data to be assigned to statistical variables in a database contained in at least one cluster. The method is characterized by using a statistical model to model an approximate description of a relative frequency of the state or states of the statistical variables and a statistical dependencies between the state or states, and then determining the approximate relative frequency of the state or states of the statistical variables and the approximate relative frequency belonging to a predetermined relative frequency of the state or states of the statistical variables and an expected value of the state or states of the statistical variables dependent thereon.
摘要翻译：一种用于对包含在至少一个集群中的数据库中的统计变量分配的大量数据进行自动软件驱动统计评估的方法。该方法的特征在于使用统计模型来模拟统计变量的状态或状态的相对频率的近似描述以及状态或状态之间的统计依赖性，然后确定状态或状态的近似相对频率统计变量和属于统计变量的状态或状态的预定相对频率的估计相对频率以及依赖于其的统计变量的状态或状态的期望值。

4. 发明申请

US20080133573A1 Relational Compressed Database Images (for Accelerated Querying of Databases) 审中-公开
标题翻译：关系压缩数据库图像（用于加速查询数据库）
公开(公告)号：US20080133573A1
公开(公告)日：2008-06-05
申请号：US11793802
申请日：2005-12-19
申请人： Michael Haft , Oliver Mihatsch , Reimar Hofmann
发明人： Michael Haft , Oliver Mihatsch , Reimar Hofmann
IPC分类号： G06F17/30
CPC分类号： G06F16/2428 , G06F16/2423
摘要： The invention relates to a data bank interrogation system, wherein two or more data bank tables are linked by means of a common key or several keys which are respectively common to at least two data bank tables. In an analysis query and a selection of data sets in the first data bank, a selection of data sets is determined in the second data bank corresponding to the selection according to the common key and the analysis query is answered using the thus selected data sets in the second data bank.
摘要翻译：本发明涉及一种数据库询问系统，其中两个或多个数据库表通过公共密钥或多个密钥相连，这些密钥分别对至少两个数据库表共同。在第一数据库中的分析查询和数据集的选择中，根据公共密钥在对应于选择的第二数据库中确定数据集的选择，并且使用这样选择的数据集来回答分析查询第二个数据库。

5. 发明授权

US07945523B2 Method and computer program for analyzing variables using pruning, influencing a combustion process in a combustion chamber, using a trainable statistical model 有权
标题翻译：方法和计算机程序，用于使用修剪分析变量，影响燃烧室中的燃烧过程，使用可训练的统计模型
公开(公告)号：US07945523B2
公开(公告)日：2011-05-17
申请号：US10574171
申请日：2004-09-27
申请人： Reimar Hofmann , Volkmar Sterzing
发明人： Reimar Hofmann , Volkmar Sterzing
IPC分类号： G06F15/18
CPC分类号： G05B17/02
摘要： The invention relates to sensitivity analysis of variables influencing a combustion process. A trainable, statistical model is trained in such a way that it describes the combustion process in the combustion chamber. The trained statistical model is used to determine the influence of the variables on said combustion process in the combustion chamber.
摘要翻译：本发明涉及影响燃烧过程的变量的灵敏度分析。可训练的统计模型以描述燃烧室中的燃烧过程的方式进行训练。训练后的统计模型用于确定变量对燃烧室内燃烧过程的影响。

6. 发明申请

US20070168329A1 Database query system using a statistical model of the database for an approximate query response 审中-公开
标题翻译：数据库查询系统使用数据库的统计模型进行近似查询响应
公开(公告)号：US20070168329A1
公开(公告)日：2007-07-19
申请号：US10555887
申请日：2003-12-17
申请人： Michael Haft , Reimar Hofmann
发明人： Michael Haft , Reimar Hofmann
IPC分类号： G06F17/30
CPC分类号： G06F16/2462 , G06F16/30
摘要： The invention relates to a data base query system which is characterized in that once the database query is drawn up, a compressed image of the database to be queried is queried in accordance with the database query. Depending on the result of the query of the compressed image an inspection is made whether the result is sufficient and if the result is not sufficient, the database itself is queried in accordance with the database query.
摘要翻译：本发明涉及一种数据库查询系统，其特征在于一旦绘制了数据库查询，则根据数据库查询查询要查询的数据库的压缩图像。根据压缩图像查询的结果，检查结果是否足够，如果结果不够，则根据数据库查询查询数据库本身。

7. 发明授权

US07149649B2 Statistical models for improving the performance of database operations 有权
标题翻译：提高数据库操作性能的统计模型
公开(公告)号：US07149649B2
公开(公告)日：2006-12-12
申请号：US10479991
申请日：2002-05-15
申请人： Michael Haft , Reimar Hofmann
发明人： Michael Haft , Reimar Hofmann
IPC分类号： G06F19/00 , G06F15/00
CPC分类号： G06F17/30539 , G06F17/3061
摘要： A method for performing an automatic software-driven statistical evaluation of a large amount of data to be assigned to statistical variables in a database contained in at least one cluster. The method is characterized by using a statistical model to model an approximate description of a relative frequency of the state or states of the statistical variables and a statistical dependencies between the state or states, and then determining the approximate relative frequency of the state or states of the statistical variables and the approximate relative frequency belonging to a predetermined relative frequency of the state or states of the statistical variables and an expected value of the state or states of the statistical variables dependent thereon.
摘要翻译：一种用于对包含在至少一个集群中的数据库中的统计变量分配的大量数据进行自动软件驱动统计评估的方法。该方法的特征在于使用统计模型来模拟统计变量的状态或状态的相对频率的近似描述以及状态或状态之间的统计依赖性，然后确定状态或状态的近似相对频率统计变量和属于统计变量的状态或状态的预定相对频率的估计相对频率以及依赖于其的统计变量的状态或状态的期望值。

8. 发明授权

US07072795B2 Method and system for modeling a system 失效
标题翻译：用于建模系统的方法和系统
公开(公告)号：US07072795B2
公开(公告)日：2006-07-04
申请号：US10204900
申请日：2000-12-21
申请人： Michael Haft , Reimar Hofmann , Volker Tresp
发明人： Michael Haft , Reimar Hofmann , Volker Tresp
IPC分类号： G06F19/00
CPC分类号： G06F17/5009 , G05B17/02 , H04L67/22 , H04L69/329
摘要： The invention relates to a method and a system for detecting at least one partial model of a model pertaining to a system. A state of the system is described by state variables. At least on e of the state variables is a discrete state variable. Several value sets of the state variables are detected. A probability distribution for the state variables is detected by using the sets. The partial model of the system is detected using the sets and the probability distribution of the state variables and a statistical learning method. The partial model describes the system under the condition of the probability distribution for the state variables.
摘要翻译：本发明涉及一种用于检测与系统有关的模型的至少一个部分模型的方法和系统。系统的状态由状态变量描述。至少在状态变量的e上是一个离散的状态变量。检测到状态变量的几个值组。通过使用集合来检测状态变量的概率分布。使用状态变量的集合和概率分布以及统计学习方法来检测系统的部分模型。部分模型在状态变量的概率分布条件下描述了系统。

9. 发明申请

US20090240636A1 Method, computer program with program code means and computer program product for analyzing variables influencing a combustion process in a combustion chamber, using a trainable statistical model 有权
标题翻译：方法，具有程序代码手段的计算机程序和用于分析影响燃烧室中的燃烧过程的变量的计算机程序产品，使用可训练的统计模型
公开(公告)号：US20090240636A1
公开(公告)日：2009-09-24
申请号：US10574171
申请日：2004-09-27
申请人： Reimar Hofmann , Volkmar Sterzing
发明人： Reimar Hofmann , Volkmar Sterzing
IPC分类号： G06F15/18 , G06N7/02
CPC分类号： G05B17/02
摘要： The invention relates to sensitivity analysis of variables influencing a combustion process. A trainable, statistical model is trained in such a way that it describes the combustion process in the combustion chamber. The trained statistical model is used to determine the influence of the variables on said combustion process in the combustion chamber.
摘要翻译：本发明涉及影响燃烧过程的变量的灵敏度分析。可训练的统计模型以描述燃烧室中的燃烧过程的方式进行训练。训练后的统计模型用于确定变量对燃烧室内燃烧过程的影响。

10. 发明授权

US5806053A Method for training a neural network with the non-deterministic behavior of a technical system 失效
标题翻译：用技术系统的非确定性行为训练神经网络的方法
公开(公告)号：US5806053A
公开(公告)日：1998-09-08
申请号：US705834
申请日：1996-08-30
申请人： Volker Tresp , Reimar Hofmann
发明人： Volker Tresp , Reimar Hofmann
IPC分类号： G06F15/18 , G05B13/02 , G06N3/04 , G06N3/08
CPC分类号： G05B13/027 , G06N3/0472 , G06N3/08
摘要： In a method for tranining a neural network with the non-deterministic behavior of a technical system, weightings for the neurons of the neural network are set during the training using a cost function. The cost function evaluates a beneficial system behavior of the technical system to be modeled, and thereby intensifies or increases the weighting settings which contribute to the beneficial system behavior, and attenuates or minimizes weightings which produce a non-beneficial behavior. Arbitrary or random disturbances are generated by disturbing the manipulated variable with noise having a known noise distribution, these random disturbances significantly faciliating the mathematical processing of the weightings which are set, because the terms required for that purpose are simplified. The correct weighting setting for the neural network is thus found on the basis of a statistical method and the application of a cost function to the values emitted by the technical system or its model.
摘要翻译：在用技术系统的非确定性行为来转移神经网络的方法中，使用成本函数在训练期间设置神经网络的神经元的加权。成本函数评估要建模的技术系统的有益系统行为，从而加强或增加有助于有益系统行为的加权设置，并且减弱或最小化产生非有益行为的权重。通过用具有已知噪声分布的噪声扰乱操纵变量来产生任意或随机扰动，这些随机扰动显着地促进了设定的权重的数学处理，因为简化了该目的所需的术语。因此，基于统计方法和成本函数对技术系统或其模型发出的值的应用，可以找到神经网络的正确加权设置。

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