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91 条记录 (耗时 0.057 秒)

    Exploring data using multiple machine-learning models
    81.
    发明授权
    Exploring data using multiple machine-learning models 有权
    使用多机器学习模型探索数据

    公开(公告)号：US08595153B2

    公开(公告)日：2013-11-26

    申请号：US12797395

    申请日：2010-06-09

    申请人： Steven Mark Drucker ,  Kayur Dushyant Patel ,  Desney S. Tan ,  Ashish Kapoor ,  James Anthony Fogarty

    发明人： Steven Mark Drucker ,  Kayur Dushyant Patel ,  Desney S. Tan ,  Ashish Kapoor ,  James Anthony Fogarty

    IPC分类号： G06N5/00

    CPC分类号： G06N99/005

    摘要： A multiple model data exploration system and method for running multiple machine-learning models simultaneously to understand and explore data. Embodiments of the system and method allow a user to gain a greater understanding of the data and to gain new insights into their data. Embodiments of the system and method also allow a user to interactively explore the problem and to navigate different views of data. Many different classifier training and evaluation experiments are run simultaneously and results are obtained. The results are aggregated and visualized across each of the experiments to determine and understand how each example is classified for each different classifier. These results then are summarized in a variety of ways to allow users to obtain a greater understanding of the data both in terms of the individual examples themselves and features associated with the data.

    摘要翻译： 一种用于同时运行多个机器学习模型的多模型数据挖掘系统和方法，用于理解和探索数据。 该系统和方法的实施例允许用户更好地理解数据并获得对其数据的新见解。 系统和方法的实施例还允许用户交互地探索问题并导航数据的不同视图。 同时运行许多不同的分类器训练和评估实验，得到结果。 结果在每个实验中进行聚合和可视化，以确定和理解每个示例如何分类给每个不同的分类器。 然后以各种方式总结这些结果，以允许用户在各个示例本身和与数据相关的特征方面获得对数据的更多了解。

    Touch sensitive display apparatus using sensor input
    82.
    发明授权
    Touch sensitive display apparatus using sensor input 有权
    使用传感器输入的触敏显示设备

    公开(公告)号：US08581856B2

    公开(公告)日：2013-11-12

    申请号：US12472446

    申请日：2009-05-27

    申请人： Hrvoje Benko ,  Desney S. Tan ,  Daniel Morris ,  Timothy Scott Saponas

    发明人： Hrvoje Benko ,  Desney S. Tan ,  Daniel Morris ,  Timothy Scott Saponas

    IPC分类号： G06F3/041

    CPC分类号： G06F3/017 ,  G06F3/005 ,  G06F3/015 ,  G06F3/0421

    摘要： Described herein is a system that includes a receiver component that receives gesture data from a sensor unit that is coupled to a body of a gloveless user, wherein the gesture data is indicative of a bodily gesture of the user, wherein the bodily gesture comprises movement pertaining to at least one limb of the gloveless user. The system further includes a location determiner component that determines location of the bodily gesture with respect to a touch-sensitive display apparatus. The system also includes a display component that causes the touch-sensitive display apparatus to display an image based at least in part upon the received gesture data and the determined location of the bodily gesture with respect to the touch-sensitive display apparatus.

    摘要翻译： 这里描述了一种系统，其包括接收组件，该接收器组件接收来自耦合到无
    无力用户身体的传感器单元的手势数据，其中手势数据指示用户的身体手势，其中身体手势包括关于 至少一个无脊髓使用者的肢体。 该系统还包括位置确定器部件，其确定相对于触敏显示装置的身体手势的位置。 该系统还包括使得触敏显示装置至少部分地基于接收到的手势数据和所确定的关于触敏显示装置的身体手势的位置来显示图像的显示部件。

    USER CONTROL GESTURE DETECTION
    87.
    发明申请
    USER CONTROL GESTURE DETECTION 有权
    用户控制检测

    公开(公告)号：US20130154919A1

    公开(公告)日：2013-06-20

    申请号：US13332348

    申请日：2011-12-20

    申请人： Desney S. Tan ,  Shwetak Patel ,  Daniel S. Morris ,  Sidhant Gupta

    发明人： Desney S. Tan ,  Shwetak Patel ,  Daniel S. Morris ,  Sidhant Gupta

    IPC分类号： G09G5/00

    CPC分类号： G06F3/017 ,  G01S15/50 ,  G01S15/88 ,  G06F3/03

    摘要： The description relates to user control gestures. One example allows a speaker and a microphone to perform a first functionality. The example simultaneously utilizes the speaker and the microphone to perform a second functionality. The second functionality comprises capturing sound signals that originated from the speaker with the microphone and detecting Doppler shift in the sound signals. It correlates the Doppler shift with a user control gesture performed proximate to the computer and maps the user control gesture to a control function.

    摘要翻译： 该描述涉及用户控制手势。 一个示例允许扬声器和麦克风执行第一功能。 该示例同时利用扬声器和麦克风执行第二功能。 第二功能包括用麦克风捕获来自扬声器的声音信号，并检测声音信号中的多普勒频移。 它将多普勒频移与在计算机附近执行的用户控制手势相关联，并将用户控制手势映射到控制功能。

    Sensing mechanical energy to appropriate the body for data input
    90.
    发明授权
    Sensing mechanical energy to appropriate the body for data input 有权
    感应机械能量以适应身体的数据输入

    公开(公告)号：US08421634B2

    公开(公告)日：2013-04-16

    申请号：US12630892

    申请日：2009-12-04

    申请人： Desney S. Tan ,  Dan Morris ,  Christopher Harrison

    发明人： Desney S. Tan ,  Dan Morris ,  Christopher Harrison

    IPC分类号： G08B23/00

    CPC分类号： G06F1/1673 ,  G06F1/163 ,  G06F3/011 ,  G06F3/017

    摘要： Described is using the human body as an input mechanism to a computing device. A sensor set is coupled to part of a human body. The sensor set detects mechanical (e.g., bio-acoustic) energy transmitted through the body as a result of an action/performed by the body, such as a user finger tap or flick. The sensor output data (e.g., signals) are processed to determine what action was taken. For example, the gesture may be a finger tap, and the output data may indicate which finger was tapped, what surface the finger was tapped on, or where on the body the finger was tapped.

    摘要翻译： 描述的是使用人体作为计算设备的输入机制。 传感器组联接到人体的一部分。 传感器组通过身体的作用/执行的结果（例如用户手指敲击或轻弹）来检测通过身体传输的机械（例如，生物声学）能量。 处理传感器输出数据（例如，信号）以确定采取什么动作。 例如，手势可以是手指敲击，并且输出数据可以指示哪个手指被敲击，手指被敲击的表面，或手指在身体上被敲击的位置。