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1. 发明授权

US08438129B1 Probabilistic implementation of system health prognosis 有权
标题翻译：概率实施系统健康预后
公开(公告)号：US08438129B1
公开(公告)日：2013-05-07
申请号：US12783299
申请日：2010-05-19
申请人： Krzysztof Wojtek Przytula , Arthur Choi
发明人： Krzysztof Wojtek Przytula , Arthur Choi
IPC分类号： G06F9/44 , G06N7/02 , G06N7/06
CPC分类号： G06N7/005
摘要： Described is a system for health prognosis of a component based on the use of a graphical probabilistic model. The model comprises a layer of at least one component node representing the health of a component, a layer of at least one health observation node representing a health observation, and a layer of at least one usage node representing a usage observation. Additionally, the system is configured to collect component failure data, which is used in generating normalized failure histograms. The histograms provide failure densities for component and health observation failures. The system also computes at least one parameter for the model using component and health observation failure densities. A component prognosis is computed based on present observation of system usage and health with a history of past observation using a standard reasoning engine.
摘要翻译：描述了基于使用图形概率模型的组件的健康预测的系统。该模型包括表示组件健康的至少一个组件节点的层，表示健康观察的至少一个健康观察节点的层，以及表示使用观察的至少一个使用节点的层。另外，该系统被配置为收集用于生成归一化故障直方图的组件故障数据。直方图为组件和健康状况观察失败提供了故障密度。该系统还使用组件和健康观察故障密度来计算模型的至少一个参数。基于目前对系统使用和健康状况的观察，使用标准推理引擎计算过去观察历史的成分预后。

2. 发明授权

US07146356B2 Real-time aggregation of unstructured data into structured data for SQL processing by a relational database engine 有权
标题翻译：将非结构化数据实时聚合到关系数据库引擎进行SQL处理的结构化数据中
公开(公告)号：US07146356B2
公开(公告)日：2006-12-05
申请号：US10394842
申请日：2003-03-21
申请人： Arthur Choi , Todd L. Leyba , Beate Porst , Amit Radheshyam Somani
发明人： Arthur Choi , Todd L. Leyba , Beate Porst , Amit Radheshyam Somani
IPC分类号： G06F17/30
CPC分类号： G06F17/30483 , G06F17/3043 , Y10S707/954 , Y10S707/99933 , Y10S707/99943
摘要： Method, system, and program product for searching unstructured data. The unstructured data, as text data or image data, is searched by first searching the unstructured data through an extended search broker. The extended search broker has intermediary components between a search requestor and a search agent for unstructured data searching. The search agent returns the search results to the broker for aggregation. The broker aggregates the search results and returns the search results to a wrapper. The wrapper then takes result attributes from the aggregated search results and makes the attributes available, e.g., as one or more columns in a nickname table. This nickname table is searchable by a relational database using a structured query language.
摘要翻译：用于搜索非结构化数据的方法，系统和程序产品。通过首先通过扩展搜索代理搜索非结构化数据来搜索非结构化数据作为文本数据或图像数据。扩展搜索代理在搜索请求者和用于非结构化数据搜索的搜索代理之间具有中间组件。搜索代理将搜索结果返回给代理进行汇总。代理聚合搜索结果并将搜索结果返回到包装器。包装器然后从聚合搜索结果中获取结果属性，并使属性可用，例如作为昵称表中的一个或多个列。使用结构化查询语言的关系数据库可以搜索该昵称表。

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