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1. 发明授权

US07725437B2 Providing an index for a data store 有权
标题翻译：为数据存储提供索引
公开(公告)号：US07725437B2
公开(公告)日：2010-05-25
申请号：US11888154
申请日：2007-07-31
申请人： Evan R. Kirshenbaum , Henri J. Suermondt , Mark D. Lillibridge
发明人： Evan R. Kirshenbaum , Henri J. Suermondt , Mark D. Lillibridge
IPC分类号： G06F7/00
CPC分类号： G06F17/30097
摘要： Chunks are stored in a data store, where respective collections of chunks form respective files. An index that maps digests of chunks to pages containing information to recreate the chunks is provided, where the index is stored in persistent storage.
摘要翻译：块被存储在数据存储中，其中相应的块的集合形成相应的文件。提供了一个将块的摘要映射到包含重新创建块的信息的索引，索引存储在持久存储中。

2. 发明申请

US20090037456A1 Providing an index for a data store 有权
标题翻译：为数据存储提供索引
公开(公告)号：US20090037456A1
公开(公告)日：2009-02-05
申请号：US11888154
申请日：2007-07-31
申请人： Evan R. Kirshenbaum , Henri J. Suermondt , Mark D. Lillibridge
发明人： Evan R. Kirshenbaum , Henri J. Suermondt , Mark D. Lillibridge
IPC分类号： G06F17/30
CPC分类号： G06F17/30097
摘要： Chunks are stored in a data store, where respective collections of chunks form respective files. An index that maps digests of chunks to pages containing information to recreate the chunks is provided, where the index is stored in persistent storage.
摘要翻译：块被存储在数据存储中，其中相应的块的集合形成相应的文件。提供了一个将块的摘要映射到包含重新创建块的信息的索引，索引存储在持久存储中。

3. 发明授权

US07668789B1 Comparing distributions of cases over groups of categories 有权
标题翻译：比较各类别案件的分布情况
公开(公告)号：US07668789B1
公开(公告)日：2010-02-23
申请号：US11393487
申请日：2006-03-30
申请人： George H. Forman , Henri J. Suermondt , Evan R. Kirshenbaum , Mark D. Lillibridge
发明人： George H. Forman , Henri J. Suermondt , Evan R. Kirshenbaum , Mark D. Lillibridge
IPC分类号： G06E3/00
CPC分类号： G06N99/005
摘要： A first distribution of cases over a first group of categories is received. A categorizer trained using a search-and-confirm technique classifies the cases into a second group of categories. A second distribution of the cases over the second group of categories is generated using results of the classifying. The first and second distributions are compared to identify differences between the first and second distributions.
摘要翻译：收到第一批类别的案件首次分发。使用搜索确认技术进行培训的分类人员将案例分为第二组类别。使用分类结果生成第二组类别的案例的第二次分发。比较第一和第二分布以识别第一和第二分布之间的差异。

4. 发明授权

US07797282B1 System and method for modifying a training set 有权
标题翻译：用于修改训练集的系统和方法
公开(公告)号：US07797282B1
公开(公告)日：2010-09-14
申请号：US11241082
申请日：2005-09-29
申请人： Evan R. Kirshenbaum , George H. Forman , Henri J. Suermondt
发明人： Evan R. Kirshenbaum , George H. Forman , Henri J. Suermondt
IPC分类号： G06F7/00
CPC分类号： G06F17/30705 , G06F17/30731
摘要： Information representing a hierarchy of categories is stored. An indication is received that a first case is either a positive case or a negative case for a first category in the hierarchy of categories. The first case is identified, by inference, as a positive case or negative case for a second category in the hierarchy based on relationship of the second category to the first category. A training set for the second category is modified based on the identification by reference.
摘要翻译：存储表示分类层次的信息。接收到指示，即第一种情况是类别层级中的第一类别的肯定情况或否定情况。根据第二类别与第一类别的关系，第一种情况通过推论确定为层次结构中的第二类别的肯定案例或否定案例。根据参考的识别修改第二类的训练集。

5. 发明授权

US07593904B1 Effecting action to address an issue associated with a category based on information that enables ranking of categories 有权
标题翻译：根据能够对类别进行排序的信息来处理与类别相关的问题的行动
公开(公告)号：US07593904B1
公开(公告)日：2009-09-22
申请号：US11172187
申请日：2005-06-30
申请人： Evan R. Kirshenbaum , Henri J. Suermondt , George H. Forman , Thomas M. Tripp
发明人： Evan R. Kirshenbaum , Henri J. Suermondt , George H. Forman , Thomas M. Tripp
IPC分类号： G06F15/18
CPC分类号： G06N99/005 , G06Q10/10
摘要： A categorizer is trained for plural categories according to a machine-learning algorithm. The categorizer classifies cases in a set of cases into the plural categories. One or more quantification measures regarding cases in the data set are computed based on output from the categorizer, and information is provided to enable ranking of the categories based on the one or more quantification measures. Action is effected to address an issue associated with at least one of the categories based on the provided information.
摘要翻译：根据机器学习算法，分类器被训练用于多个类别。分类器将一组案例中的案例分为多个类别。基于分类器的输出来计算关于数据集中的情况的一个或多个量化措施，并且提供信息以使得能够基于一个或多个量化措施对类别进行排名。根据所提供的信息，采取行动解决与至少一个类别有关的问题。

6. 发明授权

US08374982B2 System and method for constructing forecast models 有权
标题翻译：构建预测模型的系统和方法
公开(公告)号：US08374982B2
公开(公告)日：2013-02-12
申请号：US12687458
申请日：2010-01-14
申请人： Jerry Z. Shan , Rajan Lukose , Henri J. Suermondt , Evan R. Kirshenbaum
发明人： Jerry Z. Shan , Rajan Lukose , Henri J. Suermondt , Evan R. Kirshenbaum
IPC分类号： G06F15/18 , G06F17/00 , G06F17/50 , G06F7/48
CPC分类号： G06N99/005
摘要： Embodiments of the present invention include a computational forecasting system that includes an identity of a dependent variable of interest and identities of a plurality of candidate indicators along with historical data or stored references to historical data, forecast-problem parameters stored in an electronic memory of the one or more electronic computers, an independent-variable selection component that generates correlations to the dependent variable of interest and lag times for the candidate indicators, and uses the generated correlations and lag times to select a number of the candidate indicators as a set of independent variables, and a model-generation component that, using a regression method, generates forecast models for the dependent variable of interest until a model that meets an acceptance criterion or criteria is obtained.
摘要翻译：本发明的实施例包括计算预测系统，其包括感兴趣的因变量的身份和多个候选指标的身份以及历史数据或存储在历史数据中的参考，存储在电子存储器中的预测问题参数一个或多个电子计算机，产生与候选指标的感兴趣的因变量和滞后时间的相关性的独立变量选择部件，并且使用所生成的相关性和滞后时间来将多个候选指标作为一组独立的变量和模型生成组件，使用回归方法生成感兴趣的因变量的预测模型，直到获得符合接受标准或标准的模型。

7. 发明授权

US08185348B2 Techniques for monitoring a data stream 有权
标题翻译：监控数据流的技术
公开(公告)号：US08185348B2
公开(公告)日：2012-05-22
申请号：US10698736
申请日：2003-10-31
申请人： Jerry Z. Shan , Evan R. Kirshenbaum , Henri J. Suermondt , Dirk Beyer , Chao Chen
发明人： Jerry Z. Shan , Evan R. Kirshenbaum , Henri J. Suermondt , Dirk Beyer , Chao Chen
IPC分类号： G06F17/18
CPC分类号： G06F11/0751 , G06F11/3072 , G06F11/3093
摘要： Systems and methods for detecting an interesting event in a data stream. More specifically, a monitoring system is configured to monitor a data stream and establish a sensitivity parameter based on sequences generated from values in a first portion of the data stream. A detector may be trained using the sensitivity parameter to detect the occurrence of an interesting event in the data stream.
摘要翻译：用于检测数据流中有趣事件的系统和方法。更具体地，监视系统被配置为基于从数据流的第一部分中的值生成的序列来监视数据流并建立灵敏度参数。可以使用灵敏度参数来训练检测器来检测数据流中有趣事件的发生。

8. 发明授权

US09047290B1 Computing a quantification measure associated with cases in a category 有权
标题翻译：计算与类别中的案例相关的量化措施
公开(公告)号：US09047290B1
公开(公告)日：2015-06-02
申请号：US11118786
申请日：2005-04-29
申请人： Evan R. Kirshenbaum , Henri J. Suermondt , George H. Forman
发明人： Evan R. Kirshenbaum , Henri J. Suermondt , George H. Forman
IPC分类号： G06F7/00 , G06F17/00 , G06F17/30 , G06F13/14
CPC分类号： G06F17/30067 , G06N5/00
摘要： At least one case from a set of cases is identified in response to a query relating to at least one category. An indication is received regarding whether the at least one case belongs to the category. A categorizer is trained based on the received indication. A quantification measure associated with cases in the category is computed based on output from the categorizer.
摘要翻译：响应于至少一个类别的查询来识别来自一组情况的至少一个情况。接收关于至少一个病例是否属于该类别的指示。根据接收到的指示对分类器进行训练。根据分类器的输出计算与类别中的案例相关联的量化度量。

9. 发明授权

US08719073B1 Producing a measure regarding cases associated with an issue after one or more events have occurred 有权
标题翻译：在发生一个或多个事件之后，就与问题相关的案件制定措施
公开(公告)号：US08719073B1
公开(公告)日：2014-05-06
申请号：US11211979
申请日：2005-08-25
申请人： Evan R. Kirshenbaum , Henri J. Suermondt , George H. Forman
发明人： Evan R. Kirshenbaum , Henri J. Suermondt , George H. Forman
IPC分类号： G06Q10/00 , G06Q30/02 , G06Q30/00 , G06N5/04 , G06F17/30
CPC分类号： G06Q30/0201 , G06F17/30463 , G06N5/048 , G06Q30/016 , Y10S707/99948
摘要： A categorizer produces a first measure regarding cases associated with an issue. Information regarding additional cases associated with the issue is received after one or more events have occurred with respect to the issue. Based on further output from the categorizer, a second measure is produced regarding the additional cases associated with the issue.
摘要翻译：分类者针对与问题相关的案例生成第一项措施。有关与该问题相关的其他案件的信息在发生一个或多个事件之后收到。根据分类者的进一步输出，就与问题相关的其他案例产生了第二项措施。

10. 发明授权

US08627403B1 Policy applicability determination 失效
标题翻译：政策适用性确定
公开(公告)号：US08627403B1
公开(公告)日：2014-01-07
申请号：US11831342
申请日：2007-07-31
申请人： Evan R. Kirshenbaum , Henri J. Suermondt , Mark David Lillibridge , Kei Yuasa , Kave Eshghi , George Forman
发明人： Evan R. Kirshenbaum , Henri J. Suermondt , Mark David Lillibridge , Kei Yuasa , Kave Eshghi , George Forman
IPC分类号： H04L29/06
CPC分类号： G06F21/6218 , G06F21/10 , G06F21/604
摘要： Provided are, among other things, systems, methods and techniques for determining applicability of a policy defined by reference to a source document. A first sketch that was generated based on content of the source document is obtained, and a matching criterion is defined based on the first sketch. Also obtained is a second sketch that was generated based on content of a potential target document. A determination is made as to whether the policy applies to the potential target document based on whether the second sketch satisfies the matching criterion and, if the policy applies, a notification regarding applicability of the policy automatically is provided and/or an action automatically is blocked so as to prevent a violation of the policy.
摘要翻译：除其他之外，提供了用于确定通过引用源文档定义的策略的适用性的系统，方法和技术。获得基于源文档的内容生成的第一个草图，并且基于第一个草图来定义匹配标准。还获得了基于潜在目标文档的内容生成的第二个草图。根据第二草图是否满足匹配标准，确定该策略是否适用于潜在目标文档，如果策略适用，则自动提供关于策略适用性的通知和/或自动阻止的动作以防止违反政策。

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