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1. 发明申请

US20130282497A1 ASSIGNING AN ADVERTISEMENT 审中-公开
标题翻译：赞成广告
公开(公告)号：US20130282497A1
公开(公告)日：2013-10-24
申请号：US13453842
申请日：2012-04-23
申请人： George H. Forman , William G. Horne , Pratyusa Kumar Manadhata
发明人： George H. Forman , William G. Horne , Pratyusa Kumar Manadhata
IPC分类号： G06Q30/02
CPC分类号： G06Q30/0242
摘要： Methods, systems, and computer-readable and executable instructions are provided for assigning an advertisement. Assigning an advertisement can include constructing a graph of events between a number of visitors and a number of domains, iteratively calculating a set of domain scores for the advertisement using a spreading function on the graph, and assigning the advertisement to a domain based on a domain score of the domain, wherein the domain score is among the set of domain scores.
摘要翻译：提供方法，系统和计算机可读和可执行指令来分配广告。分配广告可以包括在多个访问者和多个域之间构建事件图，使用图上的扩展函数迭代地计算广告的一组域得分，并且基于域分配广告到域域的得分，其中域得分是一组域得分之一。

2. 发明授权

US07797323B1 Producing representative hashes for segments of a file 有权
标题翻译：为文件的段生成代表散列
公开(公告)号：US07797323B1
公开(公告)日：2010-09-14
申请号：US11546235
申请日：2006-10-11
申请人： Kave Eshghi , George H. Forman
发明人： Kave Eshghi , George H. Forman
IPC分类号： G06F7/00
CPC分类号： G06F17/30156
摘要： A file is divided into plural segments, and for each of at least some of the plural segments, plural windows covering different portions of the corresponding segment are defined. According to a predefined criterion, one of the windows associated with the corresponding segment is selected. A representative hash based on the portion in the selected window is calculated for representing the corresponding segment.
摘要翻译：文件被分成多个段，并且对于多个段中的至少一些段中的每一个，定义了覆盖相应段的不同部分的多个窗口。根据预定义的标准，选择与相应段相关联的一个窗口。计算基于所选窗口中的部分的代表性散列表示相应的段。

3. 发明授权

US07593903B2 Method and medium for feature selection of partially labeled data 有权
标题翻译：部分标记数据特征选择的方法和介质
公开(公告)号：US07593903B2
公开(公告)日：2009-09-22
申请号：US11004317
申请日：2004-12-03
申请人： George H. Forman , Stephane Chiocchetti
发明人： George H. Forman , Stephane Chiocchetti
IPC分类号： G06F15/18
CPC分类号： G06Q10/10
摘要： An apparatus and methods for feature selection are disclosed. The feature selection apparatus and methods allow for determining a set of final features corresponding to features common to features within a set of frequent features of target dataset and a plurality of features within a training dataset. The feature selection apparatus and methods also allow for removing features within a target dataset and a training dataset that are not within a set of most predictive features.
摘要翻译：公开了一种用于特征选择的装置和方法。特征选择装置和方法允许确定对应于目标数据集的一组频繁特征和训练数据集内的多个特征的特征共同的特征的一组最终特征。特征选择装置和方法还允许去除不在一组最预测特征内的目标数据集和训练数据集中的特征。

4. 发明授权

US08260730B2 Method of, and system for, classification count adjustment 有权
标题翻译：分类计数调整的方法和系统
公开(公告)号：US08260730B2
公开(公告)日：2012-09-04
申请号：US11080098
申请日：2005-03-14
申请人： George H. Forman , Henri Jacques Suermondt
发明人： George H. Forman , Henri Jacques Suermondt
IPC分类号： G06N5/00
CPC分类号： G06K9/6217 , G06K9/6262
摘要： A classification count adjustment system for adjusting a count estimate of items in a dataset D classified into a class is disclosed. The system includes a count estimate produced by a classifier of the number of items in the dataset D classified into the class. The system further comprises one or more measures of behavior of the classifier, indicating the ability of the classifier to classify items into the class. The system further comprises a processor for computing an adjusted estimate based on the count estimate by the classifier and the one or more measures of behavior.
摘要翻译：公开了一种用于调整分类为类的数据集D中的项目的计数估计的分类计数调整系统。该系统包括由分类器产生的分类到类中的数据集D中的项目数量的计数估计。该系统还包括分类器的行为的一个或多个度量，指示分类器将物品分类到该类中的能力。该系统还包括处理器，用于基于分类器的计数估计和一种或多种行为测量来计算经调整的估计。

5. 发明授权

US07836076B2 Distributing content indices 失效
标题翻译：分发内容索引
公开(公告)号：US07836076B2
公开(公告)日：2010-11-16
申请号：US10922694
申请日：2004-08-20
申请人： George H. Forman , Zhichen Xu
发明人： George H. Forman , Zhichen Xu
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G06F17/30864
摘要： A query-centric system and process for distributing reverse indices for a distributed content system. Relevance ranking techniques in organizing distributed system indices. Query-centric configuration subprocesses (1) analyze query data, partitioning terms for reverse index server(s) (RIS), (2) distribute each partitioned data set by generally localizing search terms for the RIS that have some query-centric correlation, and (3) generate and maintain a map for the partitioned reverse index system terms by mapping the terms for the reverse index to a plurality of different index server nodes. Indexing subprocess element builds distributed reverse indices from content host indices. Routines of the query execution use the map derived in the configuration to more efficiently return more relevant search results to the searcher.
摘要翻译：以分布式内容系统分发反向索引的以查询为中心的系统和流程。组织分布式系统指标的相关性排名技术。以查询为中心的配置子过程（1）分析查询数据，反向索引服务器（RIS）的划分术语，（2）通过对具有一些以查询为中心的相关性的RIS的搜索项进行一般定位，分配每个分区数据集; （3）通过将反向索引的术语映射到多个不同的索引服务器节点来生成并维护分区反向索引系统术语的映射。索引子进程元素从内容主机索引构建分布式反向索引。查询执行的例程使用在配置中导出的映射更有效地将更相关的搜索结果返回给搜索者。

6. 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。

7. 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。

8. 发明授权

US07836059B2 System and method for minimally predictive feature identification 失效
标题翻译：用于最小预测特征识别的系统和方法
公开(公告)号：US07836059B2
公开(公告)日：2010-11-16
申请号：US10974278
申请日：2004-10-26
申请人： George H. Forman , Henri Jacques Suermondt , James R. Stinger
发明人： George H. Forman , Henri Jacques Suermondt , James R. Stinger
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G06F17/30731 , G06F17/277
摘要： A system or method for minimally predictive feature identification is disclosed. For information management, an information collection including a set of features is received. A set of prediction values indicating a degree to which a first feature within the set of features predicts other features in the set is generated. The first feature as a minimally predictive feature is identified if each of the prediction values is within a predetermined range of threshold values.
摘要翻译：公开了一种用于最小预测特征识别的系统或方法。对于信息管理，收到包括一组功能的信息收集。指示集合内的第一特征预测集合中的其他特征的程度的一组预测值。如果每个预测值在阈值的预定范围内，则识别出作为最低预测特征的第一特征。

9. 发明授权

US07814078B1 Identification of files with similar content 有权
标题翻译：识别具有相似内容的文件
公开(公告)号：US07814078B1
公开(公告)日：2010-10-12
申请号：US11156955
申请日：2005-06-20
申请人： George H. Forman , Stephane Chiocchetti , Kave Eshghi
发明人： George H. Forman , Stephane Chiocchetti , Kave Eshghi
IPC分类号： G06F17/00
CPC分类号： G06F17/30486
摘要： A method, apparatus, and system identity files with similar content. One embodiment is a method that divides files into plural segments. The method computes a hash value and a size for each of the plural segments of the files. In order to identify which files have similar content, the method adds together segments common between files. File similarity information of files with similar content is output.
摘要翻译：具有相似内容的方法，装置和系统身份文件。一个实施例是将文件分成多个段的方法。该方法计算文件的多个段中的每一个的哈希值和大小。为了识别哪些文件具有相似的内容，该方法将文件之间共有的段添加在一起。输出具有相似内容的文件的文件相似度信息。

10. 发明申请

US20080104101A1 Producing a feature in response to a received expression 审中-公开
标题翻译：产生响应于接收到的表达式的功能
公开(公告)号：US20080104101A1
公开(公告)日：2008-05-01
申请号：US11588608
申请日：2006-10-27
申请人： Evan R. Kirshenbaum , George H. Forman
发明人： Evan R. Kirshenbaum , George H. Forman
IPC分类号： G06F17/30
CPC分类号： G06F16/2465
摘要： To build a model, an expression related to a task to be performed with respect to a collection of cases is received, where the task is different from identifying features for building the model. A feature is produced from the expression, and a model is constructed based at least in part on the produced feature.
摘要翻译：为了构建一个模型，接收到一个关于要针对一个案例集执行的任务的表达式，其中任务与识别用于构建模型的特征不同。从表达式产生特征，并且至少部分地基于生成的特征构建模型。

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