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1. 发明授权

US06253169B1 Method for improvement accuracy of decision tree based text categorization 失效
标题翻译：提高基于决策树的文本分类精度的方法
公开(公告)号：US06253169B1
公开(公告)日：2001-06-26
申请号：US09084985
申请日：1998-05-28
申请人： Chidanand Apte , Frederick J. Damerau , Sholom M. Weiss
发明人： Chidanand Apte , Frederick J. Damerau , Sholom M. Weiss
IPC分类号： G06E1727
CPC分类号： G06F17/3071
摘要： A text categorization method automatically classifies electronic documents by developing a single pooled dictionary of words for a sample set of documents, and then generating a decision tree model, based on the pooled dictionary, for classifying new documents. Adaptive resampling techniques are applied to improve the accuracy of the decision tree model.
摘要翻译：文本分类方法通过为样本文档集合开发单个单词集合来自动分类电子文档，然后基于合并字典生成用于分类新文档的决策树模型。应用自适应重采样技术来提高决策树模型的准确性。

2. 发明授权

US06286000B1 Light weight document matcher 失效
标题翻译：轻量级文件匹配器
公开(公告)号：US06286000B1
公开(公告)日：2001-09-04
申请号：US09203673
申请日：1998-12-01
申请人： Chidanand Apte , Frederick J. Damerau , Sholom M. Weiss , Brian F. White
发明人： Chidanand Apte , Frederick J. Damerau , Sholom M. Weiss , Brian F. White
IPC分类号： G06F1730
CPC分类号： G06F17/30622 , Y10S707/99934 , Y10S707/99935
摘要： A lightweight document matcher employs minimal processing and storage. The lightweight document matcher matches new documents to those stored in a database. The matcher lists, in order, those stored documents that are most similar to the new document. The new documents are typically problem statements or queries, and the stored documents are potential solutions such as FAQs (Frequently Asked Questions). Given a set of documents, titles, and possibly keywords, an automatic back-end process constructs a global dictionary of unique keywords and local dictionaries of relevant words for each document. The application front-end uses this information to score the relevance of stored documents to new documents. The scoring algorithm uses the count of matched words as a base score, and then assigns bonuses to words that have high predictive value. It optionally assigns an extra bonus for a match of words in special sections, e.g., titles. The method uses minimal data structures and lightweight scoring algorithms to compute efficiently even in restricted environments, such as mobile or small desktop computers.
摘要翻译：轻量级的文档匹配器使用最少的处理和存储。轻量级文档匹配器将新文档与存储在数据库中的文档进行匹配。匹配器按顺序列出与新文档最相似的存储文档。新文档通常是问题陈述或查询，存储的文档是常见问题解答（常见问题）等潜在解决方案。给定一组文档，标题和可能的关键字，自动后端过程构建了每个文档的唯一关键字和相关词的本地字典的全局字典。应用程序前端使用此信息来计算存储文档与新文档的相关性。评分算法使用匹配词的计数作为基准分数，然后将奖金分配给具有高预测值的单词。它可以选择为特殊部分（例如标题）中的词匹配额外的奖励。该方法使用最少的数据结构和轻量级评分算法即使在受限的环境（如移动或小型台式计算机）也能高效计算。

3. 发明授权

US06654739B1 Lightweight document clustering 失效
标题翻译：轻量级文档聚类
公开(公告)号：US06654739B1
公开(公告)日：2003-11-25
申请号：US09494744
申请日：2000-01-31
申请人： Chidanand Apte , Sholom M. Weiss , Brian F. White
发明人： Chidanand Apte , Sholom M. Weiss , Brian F. White
IPC分类号： G06F1730
CPC分类号： G06F17/3071 , G06F2216/03 , Y10S707/99935 , Y10S707/99953
摘要： A procedure for clustering documents that operates in high dimensions, processes tens of thousands of documents and groups them into several thousand clusters or, by varying a single parameter, into a few dozen clusters. The procedure is specified in two parts: computing a similarity score representing the k most similar documents (typically the top ten) for each document in the collection, and grouping the documents into clusters using the similarly scores.
摘要翻译：用于聚类在高维度上运行的文档的过程，处理数万个文档并将它们分组成数千个群集，或者通过将单个参数改变为几十个群集。该过程分为两个部分：计算表示集合中每个文档的k个最相似的文档（通常为前十个）的相似度分数，并使用类似的分数将文档分组为集群。

4. 发明申请

US20050091524A1 Confidential fraud detection system and method 有权
标题翻译：机密欺诈检测系统及方法
公开(公告)号：US20050091524A1
公开(公告)日：2005-04-28
申请号：US10690778
申请日：2003-10-22
申请人： Naoki Abe , Carl Abrams , Chidanand Apte , Bishwaranjan Bhattacharjee , Kenneth Goldman , Matthias Gruetzner , Matthew Hilbert , John Langford , Sriram Padmanabhan , Charles Tresser , Kathleen Troidle , Philip Yu
发明人： Naoki Abe , Carl Abrams , Chidanand Apte , Bishwaranjan Bhattacharjee , Kenneth Goldman , Matthias Gruetzner , Matthew Hilbert , John Langford , Sriram Padmanabhan , Charles Tresser , Kathleen Troidle , Philip Yu
IPC分类号： G06F21/00 , G07F7/10 , H04L9/00
CPC分类号： G06Q20/4016 , G06F21/121 , G06F21/602 , G06F21/6218 , G06F21/6245 , G06F21/72 , G06F2221/07 , G06F2221/2101 , G06Q20/341 , G06Q20/3829 , G06Q2220/00 , G07F7/1008 , G07F7/1083 , G07F19/207 , H04L63/04
摘要： Various embodiments for maintaining security and confidentiality of data and operations within a fraud detection system. Each of these embodiments utilizes a secure architecture in which: (1) access to data is limited to only approved or authorized entities; (2) confidential details in received data can be readily identified and concealed; and (3) confidential details that have become non-confidential can be identified and exposed.
摘要翻译：用于维护欺诈检测系统内的数据和操作的安全性和机密性的各种实施例。这些实施例中的每一个都利用安全架构，其中：（1）对数据的访问仅限于批准或授权的实体; （2）接收到的数据的机密细节可以很容易地识别和隐藏; 和（3）可以识别和暴露出非机密的机密细节。

5. 发明申请

US20120011082A1 GOVERNANCE OF MODELING SYSTEMS 有权
标题翻译：建模系统的治理
公开(公告)号：US20120011082A1
公开(公告)日：2012-01-12
申请号：US12831661
申请日：2010-07-07
申请人： Chidanand Apte , Brenda Dietrich , Kevin McAuliffe , Bonnie Ray
发明人： Chidanand Apte , Brenda Dietrich , Kevin McAuliffe , Bonnie Ray
IPC分类号： G06F15/18
CPC分类号： G06F17/504
摘要： A governing modeling system maintains information associated with an analytic model. One or more policies may be defined that are associated with the analytic model and one or more instances of the analytic model. The system may monitor the analytic model and the one or more instances of the analytic model based on at least some of the information, the one or more policies associated with the analytic model and the one or more policies associated with the one or more instances of the analytic model.
摘要翻译：管理建模系统维护与分析模型相关联的信息。可以定义与分析模型和分析模型的一个或多个实例相关联的一个或多个策略。该系统可以基于至少一些信息来监视分析模型和分析模型的一个或多个实例，与分析模型相关联的一个或多个策略以及与一个或多个实例相关联的一个或多个策略分析模型。

6. 发明申请

US20070228141A1 METHOD AND SYSTEM FOR TARGETED MARKETING BY LEVERAGING VIDEO-BASED DEMOGRAPHIC INSIGHTS 有权
标题翻译：通过基于视频的人口学观点来瞄准营销的方法和系统
公开(公告)号：US20070228141A1
公开(公告)日：2007-10-04
申请号：US11759367
申请日：2007-06-07
申请人： Chidanand Apte , Brenda Dietrich , Arun Hampapur , Andrew Senior
发明人： Chidanand Apte , Brenda Dietrich , Arun Hampapur , Andrew Senior
IPC分类号： G06Q30/00 , G06Q90/00
CPC分类号： G06Q30/02 , G06Q20/20 , G06Q20/206 , G06Q20/208
摘要： Demographic and transaction data are presented in a report usable for marketing-related purposes and other applications using a camera apparatus to capture customer image data at a point-of-sale location and sends the image data to a customer image database where the image data is stored. Demographic data (such as gender, age group, height) are extracted from the customer image data and sent to the customer image database. Point-of-sale transaction data is collected and sent to a transaction database where the transaction data is stored. A computer processes customer image data, transaction data, and attributes relating to the customer image data and transaction data, to correlate extracted demographic data to transaction data. The correlated data is preferably sent to a target marketing database and used to generate a market research report.
摘要翻译：人口统计学和交易数据显示在可用于营销相关目的的报告中，并且使用相机装置在销售点位置捕获客户图像数据的其他应用，并将图像数据发送到客户图像数据库，其中图像数据是存储。从客户图像数据中提取人口统计学数据（如性别，年龄组，身高）并发送给客户图像数据库。销售点交易数据被收集并发送到存储交易数据的交易数据库。计算机处理客户图像数据，交易数据以及与客户图像数据和交易数据相关的属性，以将提取的人口统计数据与交易数据相关联。相关数据优选地发送到目标营销数据库，并用于生成市场研究报告。

7. 发明授权

US07617981B2 Method and system for targeted marketing by leveraging video-based demographic insights 有权
标题翻译：通过利用基于视频的人口学分析来定位营销的方法和系统
公开(公告)号：US07617981B2
公开(公告)日：2009-11-17
申请号：US11759367
申请日：2007-06-07
申请人： Chidanand Apte , Brenda Lynn Dietrich , Arun Hampapur , Andrew W. Senior
发明人： Chidanand Apte , Brenda Lynn Dietrich , Arun Hampapur , Andrew W. Senior
IPC分类号： G06K7/10
CPC分类号： G06Q30/02 , G06Q20/20 , G06Q20/206 , G06Q20/208
摘要： Demographic and transaction data are presented in a report usable for marketing-related purposes and other applications using a camera apparatus to capture customer image data at a point-of-sale location and sends the image data to a customer image database where the image data is stored. Demographic data (such as gender, age group, height) are extracted from the customer image data and sent to the customer image database. Point-of-sale transaction data is collected and sent to a transaction database where the transaction data is stored. A computer processes customer image data, transaction data, and attributes relating to the customer image data and transaction data, to correlate extracted demographic data to transaction data. The correlated data is preferably sent to a target marketing database and used to generate a market research report.
摘要翻译：人口统计学和交易数据显示在可用于营销相关目的的报告中，并且使用相机装置在销售点位置捕获客户图像数据的其他应用，并将图像数据发送到客户图像数据库，其中图像数据是存储。从客户图像数据中提取人口统计学数据（如性别，年龄组，身高）并发送给客户图像数据库。销售点交易数据被收集并发送到存储交易数据的交易数据库。计算机处理客户图像数据，交易数据以及与客户图像数据和交易数据相关的属性，以将提取的人口统计数据与交易数据相关联。相关数据优选地发送到目标营销数据库，并用于生成市场研究报告。

8. 发明申请

US20090234782A1 METHOD AND APPARATUS FOR LOCATION EVALUATION AND SITE SELECTION 有权
标题翻译：用于位置评估和选址的方法和装置
公开(公告)号：US20090234782A1
公开(公告)日：2009-09-17
申请号：US12046256
申请日：2008-03-11
申请人： Chidanand Apte , Jin Dong , Ta-Hsin Li , Ming Xie , Wen Jun Yin , Bin Zhang , Ming H. Zhu
发明人： Chidanand Apte , Jin Dong , Ta-Hsin Li , Ming Xie , Wen Jun Yin , Bin Zhang , Ming H. Zhu
IPC分类号： G06F15/18 , G06N5/00
CPC分类号： G06N99/005
摘要： Method, apparatus and system for location evaluation and site selection, capable of effectively configuring the site network and evaluating the facility location by scientifically modeling and incorporating human knowledge are provided. In one aspect, geographic and demographic data associated with a plurality of locations and human knowledge comprising partial rating knowledge and pair-wise preference knowledge are used in a regression algorithm to construct a location evaluation model. The regression algorithm is further refined using active learning that identifies a plurality of pairs of locations to improve precision of the regression algorithm.
摘要翻译：提供了位置评估和场地选择的方法，装置和系统，能够通过科学建模和整合人类知识来有效地配置现场网络和评估设施位置。在一个方面，在回归算法中使用与多个位置相关联的地理和人口统计数据以及包括部分评估知识和成对偏好知识的人类知识来构建位置评估模型。使用主动学习进一步改进回归算法，该学习识别多对位置以提高回归算法的精度。

9. 发明授权

US07267277B2 Method and system for targeted marketing by leveraging video-based demographic insights 失效
标题翻译：通过利用基于视频的人口学分析来定位营销的方法和系统
公开(公告)号：US07267277B2
公开(公告)日：2007-09-11
申请号：US11116409
申请日：2005-04-28
申请人： Chidanand Apte , Brenda Lynn Dietrich , Arun Hampapur , Andrew W. Senior
发明人： Chidanand Apte , Brenda Lynn Dietrich , Arun Hampapur , Andrew W. Senior
IPC分类号： G06K7/10
CPC分类号： G06Q30/02 , G06Q20/20 , G06Q20/206 , G06Q20/208
摘要： Demographic and transaction data are presented in a report usable for marketing-related purposes and other applications using a camera apparatus to capture customer image data at a point-of-sale location and sends the image data to a customer image database where the image data is stored. Demographic data (such as gender, age group, height) are extracted from the customer image data and sent to the customer image database. Point-of-sale transaction data is collected and sent to a transaction database where the transaction data is stored. A computer processes customer image data, transaction data, and attributes relating to the customer image data and transaction data, to correlate extracted demographic data to transaction data. The correlated data is preferably sent to a target marketing database and used to generate a market research report.
摘要翻译：人口统计学和交易数据显示在可用于营销相关目的的报告中，并且使用相机装置在销售点位置捕获客户图像数据的其他应用，并将图像数据发送到客户图像数据库，其中图像数据是存储。从客户图像数据中提取人口统计学数据（如性别，年龄组，身高）并发送给客户图像数据库。销售点交易数据被收集并发送到存储交易数据的交易数据库。计算机处理客户图像数据，交易数据以及与客户图像数据和交易数据相关的属性，以将提取的人口统计数据与交易数据相关联。相关数据优选地发送到目标营销数据库，并用于生成市场研究报告。

10. 发明申请

US20060243797A1 Method and system for targeted marketing by leveraging video-based demographic insights 失效
公开(公告)号：US20060243797A1
公开(公告)日：2006-11-02
申请号：US11116409
申请日：2005-04-28
申请人： Chidanand Apte , Brenda Dietrich , Arun Hampapur , Andrew Senior
发明人： Chidanand Apte , Brenda Dietrich , Arun Hampapur , Andrew Senior
IPC分类号： G06K15/00 , G06Q20/00
CPC分类号： G06Q30/02 , G06Q20/20 , G06Q20/206 , G06Q20/208
摘要： Demographic and transaction data are presented in a report usable for marketing-related purposes and other applications using a camera apparatus to capture customer image data at a point-of-sale location and sends the image data to a customer image database where the image data is stored. Demographic data (such as gender, age group, height) are extracted from the customer image data and sent to the customer image database. Point-of-sale transaction data is collected and sent to a transaction database where the transaction data is stored. A computer processes customer image data, transaction data, and attributes relating to the customer image data and transaction data, to correlate extracted demographic data to transaction data. The correlated data is preferably sent to a target marketing database and used to generate a market research report.

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