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    • 7. 发明授权
    • Methods and systems for transductive data classification
    • 用于转换数据分类的方法和系统
    • US08374977B2
    • 2013-02-12
    • US12721393
    • 2010-03-10
    • Mauritius A. R. SchmidtlerChristopher K. Harris
    • Mauritius A. R. SchmidtlerChristopher K. Harris
    • G06N5/00
    • G06N99/005
    • A system, method, data processing apparatus, and article of manufacture are provided for classifying data. Labeled data points are received, each of the labeled data points having at least one label indicating whether the data point is a training example for data points for being included in a designated category or a training example for data points being excluded from a designated category; receiving unlabeled data points; receiving at least one predetermined cost factor of the labeled data points and unlabeled data points; training a transductive classifier using MED through iterative calculation using the at least one cost factor and the labeled data points and the unlabeled data points as training examples; applying the trained classifier to classify at least one of the unlabeled data points, the labeled data points, and input data points; and outputting a classification of the classified data points, or derivative thereof.
    • 提供了一种用于对数据进行分类的系统,方法,数据处理装置和制品。 标签数据点被接收,每个标记数据点具有至少一个标签,指示数据点是否是用于包括在指定类别中的数据点的训练示例,或者是从指定类别排除的数据点的训练示例; 接收未标记的数据点; 接收标记数据点和未标记数据点的至少一个预定成本因子; 通过使用至少一个成本因子和标记的数据点和未标记的数据点作为训练示例的迭代计算来训练使用MED的转换分类器; 应用经过训练的分类器对未标记的数据点,标记数据点和输入数据点中的至少一个进行分类; 并输出分类数据点或其派生物的分类。
    • 8. 发明申请
    • VARIABLE LENGTH STANDOFF ASSEMBLY
    • 可变长度标准装配
    • US20110147555A1
    • 2011-06-23
    • US12673461
    • 2008-08-30
    • Bryan K. HarrisJeremy Porter
    • Bryan K. HarrisJeremy Porter
    • F16M13/00B23P11/00B23P17/00
    • E04F13/18E04F13/0855Y10T29/49895Y10T29/49948
    • A variable length standoff assembly is configured to mount one or more portions of one or more panels to a frame or support structure, regardless of curvature or angling in the given panel or frame. The variable length standoff assembly includes a connector bar to which one or more variable length standoffs can be attached. Each variable length standoff includes a standoff barrel and adjustable extender to which a manufacturer can attach a portion of a given panel via a mounting cap. Each variable length standoff can be rotated about the connector bar, and can be extended or shortened to a wide range of lengths. In one implementation, a variable length standoff can also be configured to rotate with respect to the connector bar in at least two planes, thereby providing additional degrees of freedom for attaching variously curved and/or differentially orientated panels to a support structure.
    • 可变长度支座组件被配置成将一个或多个面板的一个或多个部分安装到框架或支撑结构,而不管给定面板或框架中的曲率或角度如何。 可变长度支座组件包括可连接一个或多个可变长度支座的连接杆。 每个可变长度的间隔件包括一个支架筒和可调节的扩展器,制造商可以通过一个安装盖将一个给定的面板的一部分附接到该支架上。 每个可变长度的间隔可以围绕连接杆旋转,并且可以被延伸或缩短到很宽的长度范围。 在一个实施方式中,可变长度支座也可被构造成在至少两个平面中相对于连接杆旋转,由此为各种弯曲和/或差异取向的板附接到支撑结构提供了额外的自由度。