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21. 发明申请

US20120109664A1 OPTIMIZED CUSTOMER TARGETING BASED ON TEMPLATE CRM OFFERS 审中-公开
标题翻译：基于模板CRM优化的优化客户定位
公开(公告)号：US20120109664A1
公开(公告)日：2012-05-03
申请号：US12916665
申请日：2010-11-01
申请人： Raghuram Krishnapuram , Sumit Negi , Deepak S. Padmanabhan , Karthik Visweswariah
发明人： Raghuram Krishnapuram , Sumit Negi , Deepak S. Padmanabhan , Karthik Visweswariah
IPC分类号： G06Q30/00
CPC分类号： G06Q30/02
摘要： A Customer Relationship Management (CRM) offer template is established in data storage and includes at least one variable field and having at least one offer attribute. For each of a plurality of customer groups, a data processing system calculates an expected benefit to be obtained by sending an instantiated CRM offer to a customer based upon historical responses, offer cost, and legal values of the at least one variable field. The data processing system outputs a CRM offer instance and target list of customers that maximizes the expected benefit.
摘要翻译：在数据存储中建立客户关系管理（CRM）提供模板，并且包括至少一个变量字段并具有至少一个报价属性。对于多个客户组中的每一个，数据处理系统基于历史响应，提供成本和至少一个可变字段的合法值，向客户发送实例化的CRM提供来计算要获得的预期收益。数据处理系统输出一个客户关系管理提供实例和最大化预期收益的客户目标列表。

22. 发明申请

US20060026496A1 Methods, apparatus and computer programs for characterizing web resources 失效
公开(公告)号：US20060026496A1
公开(公告)日：2006-02-02
申请号：US10901275
申请日：2004-07-28
申请人： Sachindra Joshi , Raghuram Krishnapuram , Shourya Roy
发明人： Sachindra Joshi , Raghuram Krishnapuram , Shourya Roy
IPC分类号： G06F17/21
CPC分类号： G06F17/30864 , G06F17/30896
摘要： Methods, apparatus and computer programs are provided for characterizing Web-based information resources based on their interactions. A Web-based information resource is a single Web document or a collection of related Web documents. Unlike simple text documents, Web documents contain hyperlinks and other HTML tags. Different types of interactions, including inbound hyperlinks, outbound hyperlinks and internal links associated with a Web-based information resource, are used to characterize the Web-based information resource. A DOM tree representing the tag structure of a Web-based information resource is used to identify text items likely to be useful as context for a hyperlink anchor text, and the anchor text is combined with the context to generate a representation. The representation of Web-based information resources based on interactions can be used for clustering and classification, and in Web mining applications such as query disambiguation and automatic taxonomy generation.

23. 发明申请

US20050038785A1 Determining structural similarity in semi-structured documents 有权
标题翻译：确定半结构文件的结构相似性
公开(公告)号：US20050038785A1
公开(公告)日：2005-02-17
申请号：US10629133
申请日：2003-07-29
申请人： Neeraj Agrawal , Sachindra Joshi , Raghuram Krishnapuram , Sumit Negi
发明人： Neeraj Agrawal , Sachindra Joshi , Raghuram Krishnapuram , Sumit Negi
IPC分类号： G06F17/22 , G06F17/30
CPC分类号： G06F17/30911 , G06F17/2211 , G06F17/2247 , Y10S707/99932 , Y10S707/99933 , Y10S707/99936 , Y10S707/99942
摘要： Documents are represented based on their structure, which arises from the relationship between various elements in the document. After representing documents based on their structure in vector form, a method of measuring similarity between vectors is used to obtain the measure of structural similarity between two given documents.
摘要翻译：文件基于它们的结构来表示，这些结构源于文档中各种元素之间的关系。在以向量形式的结构表示文档之后，使用测量向量之间的相似性的方法来获得两个给定文档之间的结构相似度的度量。

24. 发明授权

US08706730B2 System and method for extraction of factoids from textual repositories 失效
标题翻译：从文本库中提取事实的系统和方法
公开(公告)号：US08706730B2
公开(公告)日：2014-04-22
申请号：US11321177
申请日：2005-12-29
申请人： Sachindra Joshi , Raghuram Krishnapuram , Nimit Kumar , Kiran Mehta , Sumit Negi , Ganesh Ramakrishnan , Scott R Holmes
发明人： Sachindra Joshi , Raghuram Krishnapuram , Nimit Kumar , Kiran Mehta , Sumit Negi , Ganesh Ramakrishnan , Scott R Holmes
IPC分类号： G06F17/30
CPC分类号： G06F17/30864 , G06F17/30705
摘要： A method (400) is disclosed of extracting factoids from text repositories, with the factoids being associated with a given factoid category. The method (400) starts by training a classifier (230) to recognize factoids relevant to that given factoid category. Documents or document summaries relevant to the given factoid category is next collected (410) from the text repositories. Sentences having a predetermined association to the given factoid category is extracted (420) from the documents or said document summaries. Those sentences are classified (440), in a noisy environment, using the classifier (230) to extract snippets containing phrases relevant to the given factoid category. It is the extracted snippets that are the factoid associated with the given factoid category.
摘要翻译：公开了一种从文本存储库中提取事实框架的方法（400），其中事实框架与给定的类别类别相关联。方法（400）通过训练分类器（230）开始，以识别与该给定的类别类别相关的因子。接下来从文本存储库收集与文件类型相关的文档或文档摘要（410）。具有与给定类别类别的预定关联的句子从文档或所述文档摘要中提取（420）。这些句子在嘈杂的环境中被分类（440），使用分类器（230）提取包含与给定类别类别相关的短语的片段。提取的片段是与给定类实体类别相关联的实例。

25. 发明授权

US07974411B2 Method for protecting audio content 失效
标题翻译：保护音频内容的方法
公开(公告)号：US07974411B2
公开(公告)日：2011-07-05
申请号：US12023103
申请日：2008-01-31
申请人： Raghuram Krishnapuram , Nandita J. Mahajan , L. Venkat Subramaniam , Vivek Tyagi , Tanveer A. Faruquie
发明人： Raghuram Krishnapuram , Nandita J. Mahajan , L. Venkat Subramaniam , Vivek Tyagi , Tanveer A. Faruquie
IPC分类号： H04N7/167
CPC分类号： H04K1/04 , G06F21/6245 , G06F2221/2141
摘要： Techniques for protecting information in an audio file are provided. The techniques include obtaining an audio file, detecting information bearing one or more segments in a speech signal, wherein the information comprises information sought for protection, encrypting the information sought for protection by scrambling the one or more segments using a scrambling filter, and selectively decrypting an amount of the encrypted information, wherein the amount of the encrypted information to be decrypted depends on user access privilege, and wherein selectively decrypting the amount of the encrypted information protects said amount of the encrypted information. Techniques are also provided for protecting information in an audio file.
摘要翻译：提供了用于保护音频文件中的信息的技术。所述技术包括：获取音频文件，检测携带语音信号中的一个或多个段的信息，其中所述信息包括寻求保护的信息，通过使用加扰滤波器对所述一个或多个段进行加扰来加密寻求保护的信息，以及选择性地解密加密信息的量，其中要被解密的加密信息的量取决于用户访问权限，并且其中选择性地解密加密信息的量保护所述加密信息量。还提供了用于保护音频文件中的信息的技术。

26. 发明申请

US20110055285A1 INFORMATION EXTRACTION COMBINING SPATIAL AND TEXTUAL LAYOUT CUES 有权
标题翻译：信息提取组合空间和文本布局CUES
公开(公告)号：US20110055285A1
公开(公告)日：2011-03-03
申请号：US12546925
申请日：2009-08-25
申请人： Vijil Enara Chenthamarakshan , Prasad Manikarao Deshpande , Raghuram Krishnapuram , Ramakrishna Varadarajan
发明人： Vijil Enara Chenthamarakshan , Prasad Manikarao Deshpande , Raghuram Krishnapuram , Ramakrishna Varadarajan
IPC分类号： G06F17/00 , G06F17/30
CPC分类号： G06F17/30864
摘要： Techniques for extracting information from a formatted document are provided. The techniques include combining one or more visual layout rules, one or more mark-up rules and one or more text-based rules in connection with a formatted document, and specifying one or more rules from the one or more visual layout rules, one or more mark-up rules and one or more text based rules to extract information from the formatted document.
摘要翻译：提供了从格式化文档中提取信息的技术。这些技术包括组合一个或多个视觉布局规则，一个或多个标记规则和与格式化文档相关联的一个或多个基于文本的规则，以及从一个或多个视觉布局规则指定一个或多个规则，一个或多个更多的标记规则和一个或多个基于文本的规则从格式化的文档中提取信息。

27. 发明申请

US20090199015A1 METHOD FOR PROTECTING AUDIO CONTENT 失效
标题翻译：保护音频内容的方法
公开(公告)号：US20090199015A1
公开(公告)日：2009-08-06
申请号：US12023103
申请日：2008-01-31
申请人： Raghuram Krishnapuram , Nandita J. Mahajan , L. Venkat Subramaniam , Vivek Tyagi , Tanveer A. Faruquie
发明人： Raghuram Krishnapuram , Nandita J. Mahajan , L. Venkat Subramaniam , Vivek Tyagi , Tanveer A. Faruquie
IPC分类号： H04K1/04 , G06F12/14
CPC分类号： H04K1/04 , G06F21/6245 , G06F2221/2141
摘要： Techniques for protecting information in an audio file are provided. The techniques include obtaining an audio file, detecting information bearing one or more segments in a speech signal, wherein the information comprises information sought for protection, encrypting the information sought for protection by scrambling the one or more segments using a scrambling filter, and selectively decrypting an amount of the encrypted information, wherein the amount of the encrypted information to be decrypted depends on user access privilege, and wherein selectively decrypting the amount of the encrypted information protects said amount of the encrypted information. Techniques are also provided for protecting information in an audio file.
摘要翻译：提供了用于保护音频文件中的信息的技术。所述技术包括：获取音频文件，检测携带语音信号中的一个或多个段的信息，其中所述信息包括寻求保护的信息，通过使用加扰滤波器对所述一个或多个段进行加扰来加密寻求保护的信息，以及选择性地解密加密信息的量，其中要被解密的加密信息的量取决于用户访问权限，并且其中选择性地解密加密信息的量保护所述加密信息量。还提供了用于保护音频文件中的信息的技术。

28. 发明授权

US07542960B2 Interpretable unsupervised decision trees 失效
标题翻译：可解释的无监督决策树
公开(公告)号：US07542960B2
公开(公告)日：2009-06-02
申请号：US10320959
申请日：2002-12-17
申请人： Jayanta Basak , Raghuram Krishnapuram
发明人： Jayanta Basak , Raghuram Krishnapuram
IPC分类号： G06F9/44 , G06N7/02 , G06N7/06 , G06F17/30
CPC分类号： G06K9/6282
摘要： An unsupervised decision tree is constructed, involving the data records or patterns that do not posses any class labels. The objective of clustering or segmenting the data set is to discover subsets of data records that possess homogeneous characteristics. In the context of clustering, namely grouping or segmenting data sets without any supervised information, an interpretable decision tree is recognized as beneficial in various contexts such as customer profiling, text mining, and image and video categorization.
摘要翻译：构建了无监督决策树，涉及不具有任何类标签的数据记录或模式。数据集的聚类或分割的目的是发现具有均匀特征的数据记录子集。在聚类的背景下，即没有任何监督信息的分组或分段数据集，可解释的决策树被认为在诸如客户分析，文本挖掘和图像和视频分类的各种上下文中是有益的。

29. 发明授权

US06925460B2 Clustering data including those with asymmetric relationships 有权
标题翻译：聚类数据，包括具有不对称关系的数据
公开(公告)号：US06925460B2
公开(公告)日：2005-08-02
申请号：US09815616
申请日：2001-03-23
申请人： Krishna Kummamuru , Raghuram Krishnapuram , Pradeep Kumar Dubey
发明人： Krishna Kummamuru , Raghuram Krishnapuram , Pradeep Kumar Dubey
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G06F17/30719 , G06F17/3071 , Y10S707/99933 , Y10S707/99935
摘要： The present invention relates to a method, system and computer program product for clustering data points and its application to text summarization, customer profiling for web personalization and product cataloging.The method for clustering data points with defined quantified relationships between them comprises the steps of obtaining lead value for each data point either by deriving from said quantified relationships or as given input, ranking each data point in a lead value sequence list in descending order of lead value, assigning the first data point in said lead value sequence list as the leader of the first cluster, and considering each subsequent data point in said lead value sequence list as a leader of a new cluster if its relationship with the leaders of each of the previous clusters is less than a defined threshold value or as a member of one or more clusters where its relationship with the cluster leader is more than or equal to said threshold value. The said relationships between data points are symmetric or asymmetric. Similarly, system and computer program product have also been claimed.
摘要翻译：本发明涉及用于聚类数据点的方法，系统和计算机程序产品及其应用于文本摘要，用于web个性化和产品编目的客户分析。用于对其中具有定义的量化关系的数据点进行聚类的方法包括以下步骤：通过从所述量化关系导出或作为给定输入来获取每个数据点的引导值，以引导值序列表中的每个数据点按铅的降序排列将所述引导值序列列表中的第一数据点分配为第一簇的引导符，并且如果其与每个的引导者的关系，则将所述引导值序列列表中的每个后续数据点视为新簇的引导者先前的簇小于定义的阈值，或作为其与簇首的关系大于或等于所述阈值的一个或多个簇的成员。数据点之间的关系是对称的或不对称的。类似地，系统和计算机程序产品也被要求。

30. 发明授权

US07978853B2 System and computer program product for protecting audio content 失效
标题翻译：用于保护音频内容的系统和计算机程序产品
公开(公告)号：US07978853B2
公开(公告)日：2011-07-12
申请号：US12023110
申请日：2008-01-31
申请人： Raghuram Krishnapuram , Nandita J. Mahajan , L. Venkat Subramaniam , Vivek Tyagi , Tanveer A. Faruquie
发明人： Raghuram Krishnapuram , Nandita J. Mahajan , L. Venkat Subramaniam , Vivek Tyagi , Tanveer A. Faruquie
IPC分类号： H04N7/167
CPC分类号： H04K1/00
摘要： Techniques for protecting information in an audio file are provided. The techniques include obtaining an audio file, detecting information beating one or more segments in a speech signal, wherein the information comprises information sought for protection, encrypting the information sought for protection by scrambling the one or more segments using a scrambling filter, and selectively decrypting an amount of the encrypted information, wherein the amount of the encrypted information to be decrypted depends on user access privilege, and wherein selectively decrypting the amount of the encrypted information protects said amount of the encrypted information. Techniques are also provided for protecting information in an audio file.
摘要翻译：提供了用于保护音频文件中的信息的技术。所述技术包括：获取音频文件，检测在语音信号中跳动一个或多个分段的信息，其中所述信息包括寻求保护的信息，通过使用加扰滤波器对所述一个或多个分段进行加扰来加密寻求保护的信息，以及选择性地解密加密信息的量，其中要被解密的加密信息的量取决于用户访问权限，并且其中选择性地解密加密信息的量保护所述加密信息量。还提供了用于保护音频文件中的信息的技术。

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