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    Method and system using machine learning to automatically discover home pages on the internet
    1.
    发明授权
    Method and system using machine learning to automatically discover home pages on the internet 有权
    使用机器学习的方法和系统在互联网上自动发现主页

    公开(公告)号：US08583639B2

    公开(公告)日：2013-11-12

    申请号：US12033160

    申请日：2008-02-19

    申请人： Upendra Chitnis ,  Wojciech Gryc ,  Ildar Khabibrakhmanov ,  Richard D. Lawrence ,  Prem Melville ,  Cezar Pendus

    发明人： Upendra Chitnis ,  Wojciech Gryc ,  Ildar Khabibrakhmanov ,  Richard D. Lawrence ,  Prem Melville ,  Cezar Pendus

    IPC分类号： G06F7/00 ,  G06F17/30

    CPC分类号： G06F17/30864

    摘要： A method for automatically determining an Internet home page corresponding to a named entity identified by a specified descriptor including building a trained machine-learning model, generating candidate matches from the specified descriptor, wherein each candidate match includes an Internet address, extracting content-based features from websites associated with the Internet addresses of the candidate matches, determining a model score for each candidate match based on the content-based features using the trained machine-learning model, and determining a match from among the candidate matches according to the scores, wherein the match is returned as the Internet home page corresponding to the named entity.

    摘要翻译： 一种用于自动确定与由指定描述符标识的命名实体相对应的因特网主页的方法，包括建立训练有素的机器学习模型，从指定的描述符生成候选匹配，其中每个候选匹配包括因特网地址，提取基于内容的特征 从与候选匹配的互联网地址相关联的网站，基于使用训练机器学习模型的基于内容的特征来确定每个候选匹配的模型分数，以及根据分数从候选匹配中确定匹配，其中 该匹配将作为与该命名实体相对应的因特网主页返回。

    METHOD AND SYSTEM USING MACHINE LEARNING TO AUTOMATICALLY DISCOVER HOME PAGES ON THE INTERNET
    2.
    发明申请
    METHOD AND SYSTEM USING MACHINE LEARNING TO AUTOMATICALLY DISCOVER HOME PAGES ON THE INTERNET 有权
    使用机器学习的方法和系统在互联网上自动发现家庭页面

    公开(公告)号：US20090210419A1

    公开(公告)日：2009-08-20

    申请号：US12033160

    申请日：2008-02-19

    申请人： UPENDRA CHITNIS ,  Wojciech Gryc ,  Ildar Khabibrakhmanov ,  Richard D. Lawrence ,  Prem Melville ,  Cezar Pendus

    发明人： UPENDRA CHITNIS ,  Wojciech Gryc ,  Ildar Khabibrakhmanov ,  Richard D. Lawrence ,  Prem Melville ,  Cezar Pendus

    IPC分类号： G06F17/30

    CPC分类号： G06F17/30864

    摘要： A method for automatically determining an Internet home page corresponding to a named entity identified by a specified descriptor including building a trained machine-learning model, generating candidate matches from the specified descriptor, wherein each candidate match includes an Internet address, extracting content-based features from websites associated with the Internet addresses of the candidate matches, determining a model score for each candidate match based on the content-based features using the trained machine-learning model, and determining a match from among the candidate matches according to the scores, wherein the match is returned as the Internet home page corresponding to the named entity.

    摘要翻译： 一种用于自动确定与由指定描述符标识的命名实体相对应的因特网主页的方法，包括建立训练有素的机器学习模型，从指定的描述符生成候选匹配，其中每个候选匹配包括因特网地址，提取基于内容的特征 从与候选匹配的互联网地址相关联的网站，基于使用训练机器学习模型的基于内容的特征来确定每个候选匹配的模型分数，以及根据分数从候选匹配中确定匹配，其中 该匹配将作为与该命名实体相对应的因特网主页返回。

    Interface building/design tool for generating nested interface systems and displays
    4.
    发明申请
    Interface building/design tool for generating nested interface systems and displays 审中-公开
    用于生成嵌套接口系统和显示器的接口构建/设计工具

    公开(公告)号：US20060112073A1

    公开(公告)日：2006-05-25

    申请号：US10992948

    申请日：2004-11-22

    申请人： David Jensen ,  Ildar Khabibrakhmanov ,  Prince Stanley ,  Emmanuel Yashchin

    发明人： David Jensen ,  Ildar Khabibrakhmanov ,  Prince Stanley ,  Emmanuel Yashchin

    IPC分类号： G06F17/30

    CPC分类号： G06F9/451

    摘要： Design and deployment of an interface for a data processing application is facilitated by a tool, preferably implemented in software, which parses a description of data to form a hierarchy of groups of selector, terminal and intermediate attributes, including generation of attributes through specification of analyses of data, to develop an interface building program which, when executed, builds an interface for the data processing application. The attributes of the hierarchy are configured into layers, analyses are selected and/or specified, interface display pages are configured and global controls are specified using the tool. Markers having freely definable visual attributes and properties corresponding to analysis results such as return codes provide a condensed display which also facilitates access to data nested beneath each marker.

    摘要翻译： 用于数据处理应用的接口的设计和部署通过优选地以软件实现的工具来实现，该工具解析数据描述以形成选择器，终端和中间属性组的层次结构，包括通过分析规范生成属性 的数据，以开发一个界面构建程序，该程序在执行时为数据处理应用程序构建一个界面。 层次结构的属性被配置为层，选择和/或指定分析，配置接口显示页面，并使用该工具指定全局控件。 具有可自由定义的视觉属性和对应于诸如返回码的分析结果的属性的标记提供了一种聚集的显示，其还便于访问嵌套在每个标记下的数据。

    System and method for early detection of system component failure
    5.
    发明申请
    System and method for early detection of system component failure 有权
    系统和方法用于早期发现系统组件故障

    公开(公告)号：US20060265625A1

    公开(公告)日：2006-11-23

    申请号：US11132265

    申请日：2005-05-19

    申请人： Andrew Dubois ,  Vaughn Evans ,  David Jensen ,  Ildar Khabibrakhmanov ,  Stephen Restivo ,  Christopher Ross ,  Emmanuel Yashchin

    发明人： Andrew Dubois ,  Vaughn Evans ,  David Jensen ,  Ildar Khabibrakhmanov ,  Stephen Restivo ,  Christopher Ross ,  Emmanuel Yashchin

    IPC分类号： G06F11/00

    CPC分类号： G07C3/00

    摘要： A system and method for detecting trends in time-managed lifetime data for products shipped in distinct vintages within a time window. Data is consolidated from several sources and represented in a form amenable to detection of trends using a criterion for measuring failure. A weight is applied to the failure measures, the weight increasing over the time the products are in the time window. A function of weighted failures is used to define a severity index for proximity to an unacceptable level of failures, and an alarm signal is triggered at a threshold level that allows the level of false alarms to be pre-set.

    摘要翻译： 一种用于在时间窗口内检测在不同年份运输的产品的时间管理生命周期数据趋势的系统和方法。 数据从几个来源合并，并以适合于使用测量失败的标准来检测趋势的形式表示。 应用重量应用于故障测量，产品在时间窗口内的重量增加。 使用加权失败的功能来定义接近不可接受的故障级别的严重性指标，并且在阈值级别触发警报信号，允许预设错误警报级别。