Optimized Judge Assignment under Constraints
    71.
    发明申请
    Optimized Judge Assignment under Constraints 审中-公开
    在限制下优化判决分配

    公开(公告)号:US20130152091A1

    公开(公告)日:2013-06-13

    申请号:US13314676

    申请日:2011-12-08

    IPC分类号: G06F9/46

    CPC分类号: G06Q10/06

    摘要: Described is a technology by which an assignment model is computed to distribute labeling tasks among judging entities (judges). The assignment model is optimized by obtaining accuracy-related data of the judges, e.g., by probing the judges with labeling tasks having a gold standard label and evaluating the judges' labels against the gold standard labels, and optimizing for accuracy. Optimization may be based upon on or more other constraints, such as per-judge cost and/or quota.

    摘要翻译: 描述了一种计算分配模型以在评估实体(法官)之间分发标签任务的技术。 通过获得评判的准确度相关数据,例如通过探测具有黄金标准标签的标签任务的评委和针对黄金标准标签评估评估者的标签,并优化精度来优化分配模型。 优化可以基于或多于其他约束,例如每个法官的成本和/或配额。

    INTELLIGENT DATA TERMINAL AND APPLICATION METHOD THEREOF
    72.
    发明申请
    INTELLIGENT DATA TERMINAL AND APPLICATION METHOD THEREOF 审中-公开
    智能数据终端及其应用方法

    公开(公告)号:US20120272227A1

    公开(公告)日:2012-10-25

    申请号:US13509016

    申请日:2010-05-13

    申请人: Chao Liu

    发明人: Chao Liu

    IPC分类号: G06F9/445 G06F9/44

    摘要: The present invention discloses an application method for an intelligent data terminal. The data terminal comprises a software main program, an auto-installation module, an auto-starting module and an auto-dial-up and networking module, and performs the following operations: the software main program triggers the running of the auto-installation module, and establishes the running conditions of all other modules; then the auto-installation module or the software main program triggers the running of the auto-starting module; and later on, the auto-starting module triggers the running of the auto-dial-up and networking module. The present invention also discloses an intelligent data terminal. The intelligent data terminal has the characteristics of automatically installing a PC-side software and a driver of the data terminal into a computer, automatically starting the PC-side software installed in the computer, and automatically dialling up and networking.

    摘要翻译: 本发明公开了一种智能数据终端的应用方法。 数据终端包括软件主程序,自动安装模块,自动启动模块和自动拨号和联网模块,并执行以下操作:软件主程序触发自动安装模块的运行 并确定所有其他模块的运行状况; 则自动安装模块或软件主程序触发自动启动模块的运行; 以后,自动启动模块触发自动拨号和网络模块的运行。 本发明还公开了一种智能数据终端。 智能数据终端具有将PC端软件和数据终端的驱动程序自动安装到计算机中,自动启动安装在电脑中的PC端软件,自动拨号和联网的特点。

    TV FUNCTION EXPANSION COMPONENT USING GOLD FINGER CONNECTOR
    73.
    发明申请
    TV FUNCTION EXPANSION COMPONENT USING GOLD FINGER CONNECTOR 审中-公开
    电视功能扩展组件使用金手指连接器

    公开(公告)号:US20110321115A1

    公开(公告)日:2011-12-29

    申请号:US13142988

    申请日:2009-08-12

    IPC分类号: H04N7/16

    摘要: A TV function extension assembly is electrically connected with a core circuit of a display apparatus through a gold finger connector. It comprises a function extension module, an external interface, and a memory. The function extension module is connected with the core circuit of the display apparatus through the gold finger connector for mutual communication and data communication. The external interface is connected between the function module and an external device or external network to enable mutual communication and data transmission between the function extension module and the external device or external network. The memory is connected with the function extension module to store data transmitted by the function extension module.

    摘要翻译: TV功能扩展组件通过金手指连接器与显示装置的核心电路电连接。 它包括功能扩展模块,外部接口和内存。 功能扩展模块通过金手指连接器与显示设备的核心电路连接,用于相互通信和数据通信。 外部接口连接在功能模块和外部设备或外部网络之间,以实现功能扩展模块与外部设备或外部网络之间的相互通信和数据传输。 存储器与功能扩展模块连接,用于存储功能扩展模块发送的数据。

    PROBABILISTIC GRADIENT BOOSTED MACHINES
    74.
    发明申请
    PROBABILISTIC GRADIENT BOOSTED MACHINES 审中-公开
    概念梯级增压机

    公开(公告)号:US20110264609A1

    公开(公告)日:2011-10-27

    申请号:US12764979

    申请日:2010-04-22

    申请人: Chao Liu Yi-Min Wang

    发明人: Chao Liu Yi-Min Wang

    IPC分类号: G06F15/18

    CPC分类号: G06N20/00

    摘要: Probabilistic gradient boosted machines are described herein. A probabilistic gradient boosted machine can be utilized to learn a function based at least in part upon sets of observations of a target attribute that is common across a plurality of entities and feature vectors that are representative of such entities. The sets of observations are assumed to accord to a distribution function in the exponential family. The learned function is utilized to generate values that are employed parameterize the distribution function, such that sets of observations can be predicted for different entities.

    摘要翻译: 这里描述了概率梯度升高的机器。 可以使用概率梯度增强机器来至少部分地基于多个实体中共同的目标属性的观察集合和代表这样的实体的特征向量来学习功能。 假设观测集合符合指数族中的分布函数。 所学习的函数用于产生参数化分布函数的值,使得可以针对不同实体预测观测集。

    DISTRIBUTED NON-NEGATIVE MATRIX FACTORIZATION
    75.
    发明申请
    DISTRIBUTED NON-NEGATIVE MATRIX FACTORIZATION 有权
    分布式非负矩阵法

    公开(公告)号:US20110246573A1

    公开(公告)日:2011-10-06

    申请号:US12750772

    申请日:2010-03-31

    IPC分类号: G06F15/16

    CPC分类号: G06F17/16

    摘要: Architecture that scales up the non-negative matrix factorization (NMF) technique to a distributed NMF (denoted DNMF) to handle large matrices, for example, on a web scale that can include millions and billions of data points. To analyze web-scale data, DNMF is applied through parallelism on distributed computer clusters, for example, with thousands of machines. In order to maximize the parallelism and data locality, matrices are partitioned in the short dimension. The probabilistic DNMF can employ not only Gaussian and Poisson NMF techniques, but also exponential NMF for modeling web dyadic data (e.g., dwell time of a user on browsed web pages).

    摘要翻译: 将非负矩阵分解(NMF)技术扩展到分布式NMF(表示为DNMF)以处理大型矩阵的架构,例如,可以包括数百万和数十亿个数据点的网络规模。 为了分析网络规模数据,DNMF通过并行性应用于分布式计算机集群,例如数千台机器。 为了最大化并行度和数据局部性,矩阵在短维中被划分。 概率DNMF不仅可以采用高斯和泊松NMF技术,还可以采用指数NMF来建模网络二进制数据(例如,用户在浏览的网页上的停留时间)。

    Scalable communication system, method and apparatus
    79.
    发明申请
    Scalable communication system, method and apparatus 有权
    可扩展通信系统,方法和设备

    公开(公告)号:US20050152301A1

    公开(公告)日:2005-07-14

    申请号:US11012270

    申请日:2004-12-16

    摘要: A communication system, method, computer program product, and apparatus include common equipment shared between multiple independently administered networks. The common equipment is reconfigurable and expandable and provides changed communication capacity and functions when additional elements are added or reconfigured. Configurable features include, for example, communication bandwidth, Quality of Service, and a number of communication satellites included in the communication system. The common equipment includes expandable elements including, for example, a single hub modem chassis that can expand to communicate with more than one communication satellite and a protocol processor that can share a protocol processing task with another protocol processors.

    摘要翻译: 通信系统,方法,计算机程序产品和装置包括在多个独立管理的网络之间共享的公用设备。 通用设备是可重新配置和可扩展的,并且在添加或重新配置其他元​​素时提供更改的通信能力和功能。 可配置的特征包括例如通信带宽,服务质量以及包括在通信系统中的多个通信卫星。 普通设备包括可扩展元件,包括例如可以扩展以与多于一个通信卫星通信的单个集线器调制解调器机架和可以与另一个协议处理器共享协议处理任务的协议处理器。