专利快速检索-快速检索全球专利，免费商用专利数据库-IPRDB

1. 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。

2. 发明授权

US07116773B2 Reverse caller-identification 失效
公开(公告)号：US07116773B2
公开(公告)日：2006-10-03
申请号：US10054028
申请日：2002-01-22
申请人： George H. Forman , Henri Jacques Suermondt
发明人： George H. Forman , Henri Jacques Suermondt
IPC分类号： H04M3/42 , H04Q7/20 , H04B7/15 , H04M1/64
CPC分类号： H04M1/56 , H04M3/436
摘要： A reverse caller identification system. Telecommunications devices are registered with respect to specific locations and are monitored with respect to users proximity to said devices. Prior to putting an incoming call through to one of said devices, the caller is provided with information as to activities currently in proximity to that device. A plurality of options for real-time information data and caller feedback are described.

3. 发明授权

US06990485B2 System and method for inducing a top-down hierarchical categorizer 失效
标题翻译：用于诱导自顶向下层级分类程序的系统和方法
公开(公告)号：US06990485B2
公开(公告)日：2006-01-24
申请号：US10211840
申请日：2002-08-02
申请人： George H. Forman , Henri Jacques Suermondt
发明人： George H. Forman , Henri Jacques Suermondt
IPC分类号： G06F17/30
CPC分类号： G06K9/6282 , G06F17/30707 , Y10S707/99935
摘要： A method of inducing a top-down hierarchical categorizer includes providing a set of labeled training items. Each labeled training item includes an associated label representing a single category assignment for the training item. A set of unlabeled training items is provided. A prior is associated with the set of unlabeled training items that is independent of any particular feature contained in the unlabeled training items. The prior represents a plurality of possible category assignments for the set of unlabeled training items. A top-down hierarchical categorizer is induced with a machine learning algorithm based on the set of labeled training items, the set of unlabeled training items, and the prior.
摘要翻译：诱导自顶向下分级分类器的方法包括提供一组标记的训练项目。每个标记的培训项目包括表示训练项目的单个类别分配的相关标签。提供了一组未标记的培训项目。之前的一组与未标记的训练项目中包含的任何特定特征无关的一组未标记的训练项目相关联。前述表示用于该组未标记训练项目的多个可能的类别分配。基于一组标记的训练项目，一组未标记的训练项目和先前的训练项目，利用机器学习算法诱导自上而下的分级分类器。

4. 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。

5. 发明授权

US07325005B2 System and method for category discovery 有权
标题翻译：类别发现的系统和方法
公开(公告)号：US07325005B2
公开(公告)日：2008-01-29
申请号：US10902924
申请日：2004-07-30
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： G06F17/00
CPC分类号： G06F17/30737 , Y10S707/99931 , Y10S707/99932 , Y10S707/99933 , Y10S707/99935 , Y10S707/99943
摘要： A system and method for category discovery is disclosed. The method discloses: receiving an information collection including a set of strings; identifying positively predictive pairs of strings; identifying negatively predictive pairs of strings; joining positively predictive pairs of strings into a category; and splitting negatively predictive pairs of strings into different categories. The system discloses various elements, means and instructions for performing the method.
摘要翻译：公开了一种用于类别发现的系统和方法。该方法公开：接收包括一组字符串的信息收集; 识别积极预测的字符串对; 识别阴性预测的字符串对; 将积极预测的字符串对加入到一个类别中; 并将负面预测的字符串对分解成不同的类别。该系统公开了用于执行该方法的各种元件，装置和指令。

6. 发明授权

US06772374B2 Continuous language-based prediction and troubleshooting tool 有权
标题翻译：连续的基于语言的预测和故障排除工具
公开(公告)号：US06772374B2
公开(公告)日：2004-08-03
申请号：US09846007
申请日：2001-04-30
申请人： George H. Forman , Henri Jacques Suermondt
发明人： George H. Forman , Henri Jacques Suermondt
IPC分类号： H03M1303
CPC分类号： G06F11/2257 , Y10S707/99936
摘要： A real time, computerized, method, system, and method of doing business with respect to troubleshooting and resolving installed base product failures. A client establishes a link with the business server, filing a report describing the product and failure mode in plain text. The server compares the failure mode plain text to a historical data base, associating maintained keywords likely to appear in the report to product subunits associated with failure modes. Based on the comparison, the server calculates and transmits to the client predictions of resolving the failure. The client is provided with on-line capability for selecting and ordering replacements. The process is continuous, iterative, and interactive.
摘要翻译：针对故障排除和解决安装的基本产品故障进行业务的实时，计算机化，方法，系统和方法。客户端与业务服务器建立链接，以纯文本形式提交描述产品和故障模式的报告。服务器将故障模式纯文本与历史数据库进行比较，将可能出现在报告中的维护关键字与将与故障模式相关联的产品子单元相关联。基于比较，服务器计算并传送给客户解决故障的预测。为客户提供在线选择和订购替换功能。这个过程是连续的，迭代的和互动的。

7. 发明授权

US07640217B2 Identifying exceptional managed systems 有权
标题翻译：识别异常管理系统
公开(公告)号：US07640217B2
公开(公告)日：2009-12-29
申请号：US10822066
申请日：2004-04-08
申请人： Tom Fawcett , George H. Forman , Henri Jacques Suermondt
发明人： Tom Fawcett , George H. Forman , Henri Jacques Suermondt
IPC分类号： G06F15/18
CPC分类号： G06N99/005 , Y10S707/99933
摘要： A method is provided for the identification of managed systems that are exceptional compared to comparable managed systems. The method involves selecting a set of managed systems wherein each managed system has a number of system configuration attributes and selecting a set of parameterizations relating to the managed systems. Patterns are determined for the parameterizations within the set of managed systems using a supervised machine learning algorithm. The managed systems are compared to the patterns and any managed systems that deviate from the patterns are isolated as exceptional managed systems. Isolated systems may be targeted for remedial action such as the allocation of support resources or system management resources.
摘要翻译：提供了一种用于识别与可比管理系统相比是特殊的管理系统的方法。该方法涉及选择一组被管理系统，其中每个被管理系统具有多个系统配置属性并且选择一组与被管理系统有关的参数化。使用监督机器学习算法确定在该组管理系统内的参数化的模式。将受管系统与模式进行比较，并且与模式偏离的任何受管系统作为异常管理系统进行隔离。隔离系统可能针对补救措施，如分配支持资源或系统管理资源。

8. 发明授权

US07130620B2 Telecommunications services and apparatus regarding lost connectivity events 失效
标题翻译：关于连接事件丢失的电信服务和设备
公开(公告)号：US07130620B2
公开(公告)日：2006-10-31
申请号：US10193562
申请日：2002-07-11
申请人： George H. Forman , Henri Jacques Suermondt
发明人： George H. Forman , Henri Jacques Suermondt
IPC分类号： H04M3/42
CPC分类号： H04M3/2272 , H04M3/42153 , H04M3/42195 , H04M3/424 , H04M3/4283 , H04M2207/18
摘要： A telecommunications system and operations technique associated with unintentionally disconnected wireless communications. When a call is severed other than intentionally by the parties, value-added options are provided automatically. Recorded messages, call-backs, and similar options are appropriately distributed among the parties to the severed call. A method of doing business and appropriate system equipment and programming is described.
摘要翻译：与无意间断连接的无线通信相关联的电信系统和操作技术。当各方故意切断电话时，会自动提供增值选项。记录的消息，回叫和类似选项在被切断的呼叫的各方之间适当分配。描述了做生意的方法和适当的系统设备和编程。

9. 发明授权

US07502767B1 Computing a count of cases in a class 有权
标题翻译：计算一个类中的案例数
公开(公告)号：US07502767B1
公开(公告)日：2009-03-10
申请号：US11490781
申请日：2006-07-21
申请人： George Henry Forman , Henri Jacques Suermondt
发明人： George Henry Forman , Henri Jacques Suermondt
IPC分类号： G06N5/00
CPC分类号： G06N99/005
摘要： A count of cases in a target set classified in a class is computed using a classifier. In the method, one or more measures of behavior of the classifier are determined for a plurality of classification thresholds and at least one classification threshold for the classifier is selected based on the one or more measures of behavior. In addition, a score for a plurality of the cases in the target set using the classifier is computed and the count of the cases is computed based on the scores, the selected at least one classification threshold, and the one or more measures of behavior.
摘要翻译：使用分类器计算分类到类中的目标集合中的案例计数。在该方法中，针对多个分类阈值确定分类器的行为的一个或多个度量，并且基于一个或多个行为测量来选择分类器的至少一个分类阈值。此外，计算使用分类器的目标集合中的多个情况的分数，并且基于分数，所选择的至少一个分类阈值和一个或多个行为测量来计算情况的计数。

10. 发明申请

US20080103996A1 RETRAINING A MACHINE-LEARNING CLASSIFIER USING RE-LABELED TRAINING SAMPLES 有权
标题翻译：使用重新标记的培训示例重新设计机器学习分类器
公开(公告)号：US20080103996A1
公开(公告)日：2008-05-01
申请号：US11555036
申请日：2006-10-31
申请人： George Forman , Henri Jacques Suermondt
发明人： George Forman , Henri Jacques Suermondt
IPC分类号： G06F15/18
CPC分类号： G06N99/005
摘要： Provided are systems, methods and techniques for machine learning. In one representative embodiment, a training set that includes training samples and corresponding assigned classification labels is obtained, and an automated classifier is trained against the training set. At least one of the training samples is selected and confirmation/re-labeling of it is requested. In response, a reply classification label is received and is used to retrain the automated classifier.
摘要翻译：提供机器学习的系统，方法和技术。在一个代表性实施例中，获得包括训练样本和对应的分配标签的训练集，并针对训练集训练自动分类器。选择至少一个训练样本，并请求确认/重新标记。作为响应，接收到回复分类标签，并用于重新训练自动分类器。

你已经成功收藏专利！

检索式保存成功!

IPRDB

热门服务

关于我们

友情链接

联系方式