Method and apparatus for determining the limit on learning machine
accuracy imposed by data quality
    1.
    发明授权
    Method and apparatus for determining the limit on learning machine accuracy imposed by data quality 失效
    用于确定由数据质量施加的学习机器精度极限的方法和装置

    公开(公告)号:US5684929A

    公开(公告)日:1997-11-04

    申请号:US330282

    申请日:1994-10-27

    IPC分类号: G06F15/18 H04L12/24 H04L12/26

    摘要: A method and apparatus for determining the limit on learning machine accuracy imposed by the quality of data. A plurality of learning machines of increasing capacity are trained using training data and tested using test data, and the training error rates and test error rates are calculated. The asymptotic error rates of the learning machines are calculated and compared. When the change in asymptotic error rate falls below a certain rate, the asymptotic error rate estimates the limit on learning machine accuracy imposed by the data.

    摘要翻译: 一种用于确定由数据质量施加的学习机器精度限制的方法和装置。 使用培训数据训练多个增加能力的学习机,并使用测试数据进行测试,并计算训练误差率和测试误差率。 计算和比较学习机的渐近误差率。 当渐近错误率的变化下降到一定速率以下时,渐近误差率估计了数据对学习机精度的限制。

    Method and apparatus for determining the accuracy limit of a learning
machine for predicting path performance degradation in a communications
network
    2.
    发明授权
    Method and apparatus for determining the accuracy limit of a learning machine for predicting path performance degradation in a communications network 失效
    用于确定用于预测通信网络中的路径性能劣化的学习机的精度极限的方法和装置

    公开(公告)号:US5720003A

    公开(公告)日:1998-02-17

    申请号:US390183

    申请日:1995-02-17

    IPC分类号: G06F15/18 H04L12/24 H04L12/26

    摘要: A method and apparatus for determining the accuracy limit of a learning machine for predicting path performance degradation imposed by the quality of the path performance data is disclosed. A plurality of learning machines of increasing capacity are trained using training data and tested using test data, and the training error rates and test error rates are calculated. The asymptotic error rates of the learning machines are calculated and compared. When the change in asymptotic error rate falls below a certain rate, the asymptotic error rate estimates the accuracy limit for a learning machine for predicting path performance degradation. The accuracy limit is derived from insufficiencies in the path performance data and is applicable to any learning machine trained on and applied to the path performance data, regardless of the complexity of the learning machine or the size of the training data set.

    摘要翻译: 公开了一种用于确定用于预测由路径性能数据的质量施加的路径性能退化的学习机的精度极限的方法和装置。 使用培训数据训练多个增加能力的学习机,并使用测试数据进行测试,并计算训练误差率和测试误差率。 计算和比较学习机的渐近误差率。 当渐近错误率的变化下降到一定速率以下时,渐近误差率估计学习机预测路径性能下降的精度极限。 精度限制来源于路径性能数据的不足,并且适用于训练和应用于路径性能数据的任何学习机,无论学习机的复杂性还是训练数据集的大小。

    Method and apparatus for remotely controlling telephone call-forwarding
    3.
    发明授权
    Method and apparatus for remotely controlling telephone call-forwarding 有权
    用于远程控制电话呼叫转移的方法和装置

    公开(公告)号:US06285750B1

    公开(公告)日:2001-09-04

    申请号:US09206102

    申请日:1998-12-03

    IPC分类号: H04M342

    摘要: A call-forwarding system can be remotely controlled in a simple and easily understood manner, thereby increasing the usage of call-forwarding. By maintaining a registry of special telephone numbers for a user's telephone and, upon receiving a telephone call from one of the special telephone numbers, the system forwards calls to the one of the special telephone numbers. The call-forwarding system includes a registry of special telephone numbers and a call-forwarding controller which, upon receiving a call from one of the special telephone numbers, forwards calls to the one of the special telephone numbers. In addition, the call-forwarding controller includes a caller-ID application which identifies all incoming telephone calls and passes this information to the controller. The controller then compares the incoming call to the telephone numbers in the registry and, upon obtaining a match, activates a routine for forwarding future incoming calls to the matched telephone number. The above method of controlling call-forwarding of an office telephone from a remote telephone provides the end user a very simple interface to allow remote enabling and disabling of call-forwarding.

    摘要翻译: 呼叫转移系统可以以简单易懂的方式进行远程控制,从而增加了呼叫转移的使用。 通过维护用户电话的特殊电话号码的注册表,并且在从特殊电话号码之一接收到电话呼叫时,系统将转移呼叫到特殊电话号码之一。 呼叫转移系统包括特殊电话号码的注册表和呼叫转移控制器,在从特殊电话号码之一接收到呼叫时,将呼叫转发到该特殊电话号码之一。 此外,呼叫转移控制器包括主叫方ID应用程序,其标识所有传入的电话呼叫并将该信息传递给控制器​​。 然后,控制器将输入呼叫与注册表中的电话号码进行比较,并且在获得匹配时激活用于将未来呼叫转发到匹配的电话号码的例程。 上述从远程电话控制办公电话呼叫转移的方法为终端用户提供了一个非常简单的接口,允许远程启用和禁用呼叫转移。

    Method and apparatus for remotely controlling telephone call-forwarding
    6.
    发明授权
    Method and apparatus for remotely controlling telephone call-forwarding 有权
    用于远程控制电话呼叫转移的方法和装置

    公开(公告)号:US06501838B2

    公开(公告)日:2002-12-31

    申请号:US09917657

    申请日:2001-07-31

    IPC分类号: H04M342

    摘要: A call-forwarding system can be remotely controlled in a simple and easily understood manner, thereby increasing the usage of call-forwarding. By maintaining a registry of special telephone numbers for a user's telephone and, upon receiving a telephone call from one of the special telephone numbers, the system forwards calls to the one of the special telephone numbers. The call-forwarding system includes a registry of special telephone numbers and a call-forwarding controller which, upon receiving a call from one of the special telephone numbers, forwards calls to the one of the special telephone numbers. In addition, the call-forwarding controller includes a caller-ID application which identifies all incoming telephone calls and passes this information to the controller. The controller then compares the incoming call to the telephone numbers in the registry and, upon obtaining a match, activates a routine for forwarding future incoming calls to the matched telephone number. The above method of controlling call-forwarding of an office telephone from a remote telephone provides the end user a very simple interface to allow remote enabling and disabling of call-forwarding.

    摘要翻译: 呼叫转移系统可以以简单易懂的方式进行远程控制,从而增加了呼叫转移的使用。 通过维护用户电话的特殊电话号码的注册表,并且在从特殊电话号码之一接收到电话呼叫时,系统将转移呼叫到特殊电话号码之一。 呼叫转移系统包括特殊电话号码的注册表和呼叫转移控制器,在从特殊电话号码之一接收到呼叫时,将呼叫转发到该特殊电话号码之一。 此外,呼叫转移控制器包括主叫方ID应用程序,其标识所有传入的电话呼叫并将该信息传递给控制器​​。 然后,控制器将输入呼叫与注册表中的电话号码进行比较,并且在获得匹配时激活用于将未来呼叫转发到匹配的电话号码的例程。 上述从远程电话控制办公电话呼叫转移的方法为终端用户提供了一个非常简单的接口,允许远程启用和禁用呼叫转移。

    System and method for automatically publishing electronic mail messages on the internet
    9.
    发明授权
    System and method for automatically publishing electronic mail messages on the internet 有权
    在互联网上自动发布电子邮件的系统和方法

    公开(公告)号:US06684239B1

    公开(公告)日:2004-01-27

    申请号:US09572031

    申请日:2000-05-16

    IPC分类号: G06F1516

    CPC分类号: G06Q10/107

    摘要: The invention provides a system and method for publishing electronic mail messages on the Internet. A user selects an electronic mail message to be published and moves the selected electronic message to a designated folder. The electronic mail message is then processed to convert the electronic mail message into a format suitable for Internet publication. Once converted electronic mail message content is published on the Internet and accessible from any suitable browser software.

    摘要翻译: 本发明提供了一种用于在因特网上发布电子邮件消息的系统和方法。 用户选择要发布的电子邮件消息并将所选择的电子消息移动到指定的文件夹。 然后处理电子邮件消息以将电子邮件消息转换成适合于因特网发布的格式。 一旦转换的电子邮件消息内容被发布在因特网上并且可以从任何合适的浏览器软件访问。

    Method for improving video conferencing and video calling
    10.
    发明授权
    Method for improving video conferencing and video calling 有权
    改善视频会议和视频通话的方法

    公开(公告)号:US06507356B1

    公开(公告)日:2003-01-14

    申请号:US09687665

    申请日:2000-10-13

    IPC分类号: H04N714

    CPC分类号: H04N7/142

    摘要: A method for improving video conferencing/calling between participants is disclosed. A video conference/call display window is provided to call participants. The position of the video call window is restricted to a portion of a video display screen which is close to the position of a video camera which is used during the video call. In this manner, a video call participant will be perceived to be looking at the video camera during the video call.

    摘要翻译: 公开了一种用于改善参与者之间的视频会议/呼叫的方法。 提供视频会议/呼叫显示窗口来呼叫参与者。 视频通话窗口的位置限于视频显示屏幕的一部分,该部分接近在视频通话期间使用的摄像机的位置。 以这种方式,视频通话参与者将被视为在视频通话过程中观看摄像机。