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1. 发明授权

US07752204B2 Query-based text summarization 有权
标题翻译：基于查询的文本摘要
公开(公告)号：US07752204B2
公开(公告)日：2010-07-06
申请号：US11281499
申请日：2005-11-18
申请人： Anne S-W Kao , Stephen R. Poteet , Yuan-Jye Wu , William Ferng , Robert E. Cranfill
发明人： Anne S-W Kao , Stephen R. Poteet , Yuan-Jye Wu , William Ferng , Robert E. Cranfill
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G06F17/30719 , Y10S707/917
摘要： A text summarizer identifies relevant terms in a document, weights the terms and extracts one or more segments to produce a summary or abstract. The various terms in a particular are weighted in relation to an existing document collection. A term weight computer computes term weights for terms in the document, and a threshold comparator compares the term weights to determine if the corresponding terms are relevant to the document collection. Next, a term weight summer adds the term weights for each occurrence of each relevant term in the various segments of the document, and a summation comparator compares the summations to identify a text summarization segment representative of the document. Optionally, relevant terms can be highlighted in the term summarization segment.
摘要翻译：文本摘要器识别文档中的相关术语，对术语加权并提取一个或多个片段以生成摘要或摘要。特定的各种术语相对于现有的文档集进行加权。术语权重计算机计算文档中的术语的术语权重，并且阈值比较器比较术语权重以确定相应的术语是否与文档集合相关。接下来，术语权重加法器在文档的各个段中将每个相关项的每次出现的项权重相加，并且求和比较器比较求和以识别表示文档的文本摘要段。可选地，相关术语可以在术语汇总段中突出显示。

2. 发明授权

US07403932B2 Text differentiation methods, systems, and computer program products for content analysis 有权
标题翻译：文本分类方法，系统和计算机程序产品进行内容分析
公开(公告)号：US07403932B2
公开(公告)日：2008-07-22
申请号：US11173600
申请日：2005-07-01
申请人： Anne S-W Kao , Stephen R. Poteet , Yuan-Jye Wu , William Ferng , Robert E. Cranfill
发明人： Anne S-W Kao , Stephen R. Poteet , Yuan-Jye Wu , William Ferng , Robert E. Cranfill
IPC分类号： G06N5/00
CPC分类号： G06F17/2211 , G06F17/30719
摘要： Provided are improved methods, apparatus, and computer program products for text differentiation which involves identifying differences between documents with similar content, not merely similar terms, and generating results. Text differentiation provides the ability to find non-similar, or different, content hidden within documents with similar overall content, but not exactly the same content. Text differentiation may be used to quickly identify key differences between similar documents.
摘要翻译：提供了用于文本区分的改进的方法，装置和计算机程序产品，其涉及识别具有相似内容的文档之间的差异，而不仅仅是类似的术语，并且产生结果。文本区分提供了找到隐藏在具有类似总体内容但不完全相同的内容的文档内的不相似或不同的内容的能力。文本差异可能用于快速识别类似文档之间的关键差异。

3. 发明申请

US20070083509A1 Streaming text data mining method & apparatus using multidimensional subspaces 有权
标题翻译：使用多维子空间的流文本数据挖掘方法和装置
公开(公告)号：US20070083509A1
公开(公告)日：2007-04-12
申请号：US11246195
申请日：2005-10-11
申请人： Yuan-Jye Wu , Anne Kao , Stephen Poteet , William Ferng , Robert Cranfill
发明人： Yuan-Jye Wu , Anne Kao , Stephen Poteet , William Ferng , Robert Cranfill
IPC分类号： G06F17/30
CPC分类号： G06F17/30705 , G06F17/30616
摘要： A streaming text data comparator performs real-time text data mining on streaming text data. The comparator receives a streaming text data document and generates a vector representation of the term frequencies relating to an existing document collection. The comparator then transforms the term frequency vector into a projection in a precomputed multidimensional subspace that represents the original document collection. The comparator further calculates a relationship value representing the similarities or differences between the vector representation and the subspace, and compares the relationship value to a predetermined threshold to determine whether the streaming text data document is related to the original document collection. If the streaming text data document is related, the streaming text data comparator intercalates the new document into the document collection. If the new document is not related, the comparator may store or delete the unrelated document.
摘要翻译：流文本数据比较器在流文本数据上执行实时文本数据挖掘。比较器接收流文本数据文档并生成与现有文档集合相关的术语频率的向量表示。比较器然后将术语频率矢量转换成表示原始文档集合的预计算多维子空间中的投影。比较器还计算表示向量表示和子空间之间的相似性或差异的关系值，并将关系值与预定阈值进行比较，以确定流文本数据文档是否与原始文档集合相关。如果流文本数据文档相关，则流文本数据比较器将新文档插入到文档集合中。如果新文档不相关，则比较器可以存储或删除不相关的文档。

4. 发明申请

US20070022072A1 Text differentiation methods, systems, and computer program products for content analysis 有权
标题翻译：文本分类方法，系统和计算机程序产品进行内容分析
公开(公告)号：US20070022072A1
公开(公告)日：2007-01-25
申请号：US11173600
申请日：2005-07-01
申请人： Anne Kao , Stephen Poteet , Yuan-Jye Wu , William Ferng , Robert Cranfill
发明人： Anne Kao , Stephen Poteet , Yuan-Jye Wu , William Ferng , Robert Cranfill
IPC分类号： G06N5/00 , G06F17/00
CPC分类号： G06F17/2211 , G06F17/30719
摘要： Provided are improved methods, apparatus, and computer program products for text differentiation which involves identifying differences between documents with similar content, not merely similar terms, and generating results. Text differentiation provides the ability to find non-similar, or different, content hidden within documents with similar overall content, but not exactly the same content. Text differentiation may be used to quickly identify key differences between similar documents.
摘要翻译：提供了用于文本区分的改进的方法，装置和计算机程序产品，其涉及识别具有相似内容的文档之间的差异，而不仅仅是类似的术语，并且产生结果。文本区分提供了找到隐藏在具有类似总体内容但不完全相同的内容的文档内的不相似或不同的内容的能力。文本差异可能用于快速识别类似文档之间的关键差异。

5. 发明授权

US06611825B1 Method and system for text mining using multidimensional subspaces 有权
标题翻译：使用多维子空间进行文本挖掘的方法和系统
公开(公告)号：US06611825B1
公开(公告)日：2003-08-26
申请号：US09328888
申请日：1999-06-09
申请人： D. Dean Billheimer , Andrew James Booker , Michelle Keim Condliff , Mark Thomas Greaves , Fredrick Baden Holt , Anne Shu-Wan Kao , Daniel John Pierce , Stephen Robert Poteet , Yuan-Jye Wu
发明人： D. Dean Billheimer , Andrew James Booker , Michelle Keim Condliff , Mark Thomas Greaves , Fredrick Baden Holt , Anne Shu-Wan Kao , Daniel John Pierce , Stephen Robert Poteet , Yuan-Jye Wu
IPC分类号： G06N500
CPC分类号： G06F17/30616 , Y10S707/99931
摘要： A text mining program is provided that allows a user to perform text mining operations, such as: information retrieval, term and document visualization, term and document clustering, term and document classification, summarization of individual documents and groups of documents, and document cross-referencing. This is accomplished by representing the text of a document collection using subspace transformations. This subspace transformation representation is performed by: constructing a term frequency matrix of the term frequencies for each of the documents, transforming the term frequencies for statistical purposes, and projecting the documents or the terms into a lower dimensional subspace. As the document collection is updated, the subspace is dynamically updated to reflect the new document collection.
摘要翻译：提供了一种文本挖掘程序，允许用户执行文本挖掘操作，例如：信息检索，术语和文档可视化，术语和文档聚类，术语和文档分类，单个文档和文档组的摘要，参考。这是通过使用子空间转换表示文档集合的文本来实现的。该子空间变换表示通过以下方式来执行：为每个文档构建术语频率的项频率矩阵，将用于统计目的的术语频率变换，以及将文档或术语投影到较低维子空间中。随着文档集合的更新，子空间将被动态更新以反映新的文档集合。

6. 发明授权

US08332165B1 Analysis of ultrasonic images using a decomposition process 有权
标题翻译：使用分解过程分析超声图像
公开(公告)号：US08332165B1
公开(公告)日：2012-12-11
申请号：US12877340
申请日：2010-09-08
申请人： Hong Hue Tat , Yuan-Jye Wu , Richard Henry Bossi
发明人： Hong Hue Tat , Yuan-Jye Wu , Richard Henry Bossi
IPC分类号： G01N29/04
CPC分类号： G01N29/043 , G01N29/11 , G01N29/4472 , G01N2291/2694
摘要： A method and apparatus for identifying features for an object. Response signals are received in response to sending signals into an object at locations using a measurement system. A first matrix is formed. Each entry in the first matrix contains an amplitude of a response signal for a location and time at which the response signal was received with respect to when a corresponding signal was sent into the object. The first matrix is decomposed into a second matrix and third matrix such that a product of the second and third matrices represents the first matrix. A number of columns in the second matrix corresponds to a number of features for the object. A number of rows in the third matrix corresponds to a number of sets of weighting factors for the number of features. Information is identified about the features in the object using the second and third matrices.
摘要翻译：一种用于识别对象的特征的方法和装置。响应于使用测量系统在位置处发送信号到对象中而接收响应信号。形成第一矩阵。第一矩阵中的每个条目包含相对于将对应信号发送到对象何时接收到响应信号的位置和时间的响应信号的幅度。第一矩阵被分解为第二矩阵和第三矩阵，使得第二和第三矩阵的乘积表示第一矩阵。第二个矩阵中的多个列对应于该对象的多个特征。第三矩阵中的行数对应于特征数量的一组加权因子。使用第二和第三矩阵来识别对象中的特征的信息。

7. 发明授权

US08234279B2 Streaming text data mining method and apparatus using multidimensional subspaces 有权
标题翻译：使用多维子空间的流文本数据挖掘方法和装置
公开(公告)号：US08234279B2
公开(公告)日：2012-07-31
申请号：US11246195
申请日：2005-10-11
申请人： Yuan-Jye Wu , Anne S-W Kao , Stephen R. Poteet , William Ferng , Robert E. Cranfill
发明人： Yuan-Jye Wu , Anne S-W Kao , Stephen R. Poteet , William Ferng , Robert E. Cranfill
IPC分类号： G06F7/00 , G06F17/00
CPC分类号： G06F17/30705 , G06F17/30616
摘要： A streaming text data comparator performs real-time text data mining on streaming text data. The comparator receives a streaming text data document and generates a vector representation of the term frequencies relating to an existing document collection. The comparator then transforms the term frequency vector into a projection in a precomputed multidimensional subspace that represents the original document collection. The comparator further calculates a relationship value representing the similarities or differences between the vector representation and the subspace, and compares the relationship value to a predetermined threshold to determine whether the streaming text data document is related to the original document collection. If the streaming text data document is related, the streaming text data comparator intercalates the new document into the document collection. If the new document is not related, the comparator may store or delete the unrelated document.
摘要翻译：流文本数据比较器在流文本数据上执行实时文本数据挖掘。比较器接收流文本数据文档并生成与现有文档集合相关的术语频率的向量表示。比较器然后将术语频率矢量转换成表示原始文档集合的预计算多维子空间中的投影。比较器还计算表示向量表示和子空间之间的相似性或差异的关系值，并将关系值与预定阈值进行比较，以确定流文本数据文档是否与原始文档集合相关。如果流文本数据文档相关，则流文本数据比较器将新文档插入到文档集合中。如果新文档不相关，则比较器可以存储或删除不相关的文档。

8. 发明申请

US20070118506A1 Text summarization method & apparatus using a multidimensional subspace 有权
标题翻译：使用多维子空间的文本汇总方法和装置
公开(公告)号：US20070118506A1
公开(公告)日：2007-05-24
申请号：US11281499
申请日：2005-11-18
申请人： Anne Kao , Stephen Poteet , Yuan-Jye Wu , William Ferng , Robert Cranfill
发明人： Anne Kao , Stephen Poteet , Yuan-Jye Wu , William Ferng , Robert Cranfill
IPC分类号： G06F17/30
CPC分类号： G06F17/30719 , Y10S707/917
摘要： A text summarizer identifies relevant terms in a document, weights the terms and extracts one or more segments to produce a summary or abstract. The various terms in a particular are weighted in relation to an existing document collection. A term weight computer computes term weights for terms in the document, and a threshold comparator compares the term weights to determine if the corresponding terms are relevant to the document collection. Next, a term weight summer adds the term weights for each occurrence of each relevant term in the various segments of the document, and a summation comparator compares the summations to identify a text summarization segment representative of the document. Optionally, relevant terms can be highlighted in the term summarization segment.
摘要翻译：文本摘要器识别文档中的相关术语，对术语加权并提取一个或多个片段以生成摘要或摘要。特定的各种术语相对于现有的文档集进行加权。术语权重计算机计算文档中的术语的术语权重，并且阈值比较器比较术语权重以确定相应的术语是否与文档集合相关。接下来，术语权重加法器在文档的各个段中将每个相关项的每次出现的项权重添加，并且求和比较器比较求和以识别表示文档的文本摘要段。可选地，相关术语可以在术语汇总段中突出显示。

9. 发明授权

US07584062B1 Sub-wavelength ultrasound characterization of composite material 有权
标题翻译：亚波长超声表征复合材料
公开(公告)号：US07584062B1
公开(公告)日：2009-09-01
申请号：US12143662
申请日：2008-06-20
申请人： Hong H. Tat , Richard H. Bossi , Yuan-Jye Wu , John-Paul N. Sabino
发明人： Hong H. Tat , Richard H. Bossi , Yuan-Jye Wu , John-Paul N. Sabino
IPC分类号： G01B5/02
CPC分类号： G01N29/343 , G01N29/043 , G01N29/0645 , G01N29/11 , G01N29/4472 , G01N2291/0231 , G01N2291/044
摘要： An ultrasonic stimulus pulse is emitted incident to a laminar structure and recorded as pulse data. Echoes resulting from the stimulus pulse are recorded as echo data. One or more vectors are derived by way of time-shifting the recorded pulse data by respective amounts and a matrix Φ is defined including the one or more vectors. An echo vector Y is defined using the recorded echo data. A solution vector X is determined in accordance with: Y=Φ*X, typically within a predetermined tolerance. B-scan display or other analysis of one or more distinct solution vectors enables user and/or automated identification and measurement of any anomalies within the laminate material.
摘要翻译：超声波激发脉冲被发射入层流结构并记录为脉冲数据。由刺激脉冲产生的回波记录为回波数据。一个或多个向量是通过以相应的量对所记录的脉冲数据进行时移的导出的，并且定义包括一个或多个向量的矩阵Phi。使用所记录的回波数据来定义回波矢量Y. 根据Y = Phi * X确定解向量X，通常在预定的公差范围内。一个或多个不同解决方案的B扫描显示或其他分析使得用户和/或自动识别和测量层压材料内的任何异常。

10. 发明申请

US20070118518A1 Text summarization method and apparatus using a multidimensional subspace 有权
标题翻译：使用多维子空间的文本摘要方法和装置
公开(公告)号：US20070118518A1
公开(公告)日：2007-05-24
申请号：US11417196
申请日：2006-05-04
申请人： Yuan-Jye Wu , Anne Kao , Stephen Poteet , William Ferng , Robert Cranfill
发明人： Yuan-Jye Wu , Anne Kao , Stephen Poteet , William Ferng , Robert Cranfill
IPC分类号： G06F17/30
CPC分类号： G06F17/30719 , Y10S707/917
摘要： A text summarizer identifies relevant terms in a document, weights the terms and extracts one or more segments to produce a summary or abstract. The various terms in a particular are weighted in relation to an existing document collection. A term weight computer computes term weights for terms in the document, and a threshold comparator compares the term weights to determine if the corresponding terms are relevant to the document collection. Next, a term weight summer adds the term weights for each occurrence of each relevant term in the various segments of the document, and a summation comparator compares the summations to identify a text summarization segment representative of the document. Optionally, relevant terms can be highlighted in the term summarization segment.
摘要翻译：文本摘要器识别文档中的相关术语，对术语加权并提取一个或多个片段以生成摘要或摘要。特定的各种术语相对于现有的文档集进行加权。术语权重计算机计算文档中的术语的术语权重，并且阈值比较器比较术语权重以确定相应的术语是否与文档集合相关。接下来，术语权重加法器在文档的各个段中将每个相关项的每次出现的项权重添加，并且求和比较器比较求和以识别表示文档的文本摘要段。可选地，相关术语可以在术语汇总段中突出显示。

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