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    Data analytics lifecycle processes
    2.
    发明授权
    Data analytics lifecycle processes 有权
    数据分析生命周期流程

    公开(公告)号：US09262493B1

    公开(公告)日：2016-02-16

    申请号：US13728394

    申请日：2012-12-27

    申请人： David Dietrich

    发明人： David Dietrich

    IPC分类号： G06F17/30

    CPC分类号： G06F17/30563

    摘要： A data analytic plan is defined for analyzing a given data set associated with a given data problem. A test data set and a training data set are obtained from the given data set associated with the given data problem. At least one model is executed to confirm an adequacy of the at least one model for the data analytic plan by fitting the at least one model on the training data set and evaluating the at least one model fitted on the training data set against the test data set. The defining, obtaining and executing steps are performed on one or more processing elements associated with a computing system and automate at least part of a data analytics lifecycle.

    摘要翻译： 定义数据分析计划用于分析与给定数据问题相关联的给定数据集。 从与给定数据问题相关联的给定数据集中获得测试数据集和训练数据集。 执行至少一个模型以通过将训练数据集上的至少一个模型拟合并根据测试数据评估安装在训练数据集上的至少一个模型来确认用于数据分析计划的至少一个模型的充分性 组。 在与计算系统相关联的一个或多个处理元件上执行定义，获取和执行步骤，并使数据分析生命周期的至少一部分自动化。

    Rapid part fabrication employing integrated components
    3.
    发明申请
    Rapid part fabrication employing integrated components 审中-公开
    采用集成组件的快速部件制造

    公开(公告)号：US20070071902A1

    公开(公告)日：2007-03-29

    申请号：US11233730

    申请日：2005-09-23

    申请人： David Dietrich ,  Orval Nobles ,  Victor Slaughter ,  Ron DeFonce

    发明人： David Dietrich ,  Orval Nobles ,  Victor Slaughter ,  Ron DeFonce

    IPC分类号： B05D1/36

    CPC分类号： B29C64/106 ,  B33Y10/00 ,  B33Y70/00 ,  B33Y80/00

    摘要： A part having an integrated, discrete component is produced by direct digital manufacturing and rapid, solid free-form fabrication techniques. A CAD file representing the part is modified to include an opening in the body of the part in which the component is to be inserted. The fabrication is performed by additive layering of a thermoplastic material, preferably using fused deposition modeling or stereolithography. The layering process is interrupted to allow the component to be inserted in the partially formed part, following which additional layers are added which secure the component in the part in place and complete the physical structure of the part.

    摘要翻译： 具有集成的分立部件的部件通过直接数字制造和快速，固体自由形式的制造技术生产。 表示零件的CAD文件被修改为在组件的主体部分中插入一个开口。 该制造通过热塑性材料的添加剂分层进行，优选使用熔融沉积建模或立体光刻。 分层过程被中断以允许组件插入部分形成的部分中，随后添加额外的层，其将部件中的部件固定到位，并且完成部件的物理结构。

    Cluster-based classification of high-resolution data
    5.
    发明授权
    Cluster-based classification of high-resolution data 有权
    基于群集的高分辨率数据分类

    公开(公告)号：US08873836B1

    公开(公告)日：2014-10-28

    申请号：US13538365

    申请日：2012-06-29

    申请人： David Dietrich ,  Milind Bhandarkar ,  David Stephen Reiner

    发明人： David Dietrich ,  Milind Bhandarkar ,  David Stephen Reiner

    IPC分类号： G06K9/00 ,  G06K9/62

    CPC分类号： G06K9/6267 ,  G06K9/00973

    摘要： Classification of images or other types of high-resolution data is performed by a cluster-based data classification system. The system comprises a learner module, a classification director, and a complex classifier comprising a plurality of multi-outcome data classifiers. The classification director determines particular process rules and settings to be applied to a classification request, and the complex classifier is instantiated to process the classification request in accordance with the process rules and settings determined by the classification director. The process rules and settings are adapted under control of the learner module at least in part based on results obtained in processing the classification request and one or more additional classification requests. The cluster-based data classification system may be implemented on a processing platform comprising at least one Hadoop cluster, such that the classification is performed in a parallel manner across multiple processing devices utilizing MapReduce processing.

    摘要翻译： 图像或其他类型的高分辨率数据的分类由基于群集的数据分类系统执行。 该系统包括学习者模块，分类指导器和包括多个多成果数据分类器的复合分类器。 分类指导员确定要应用于分类请求的特定处理规则和设置，并且复制分类器被实例化以根据由分类主管确定的过程规则和设置来处理分类请求。 至少部分基于在处理分类请求和一个或多个附加分类请求中获得的结果，在学习者模块的控制下调整过程规则和设置。 基于簇的数据分类系统可以在包括至少一个Hadoop集群的处理平台上实现，使得利用MapReduce处理跨多个处理设备以并行方式执行分类。

    Network communications
    6.
    发明授权
    Network communications 有权
    网络通信

    公开(公告)号：US09037631B2

    公开(公告)日：2015-05-19

    申请号：US13767557

    申请日：2013-02-14

    申请人： David Dietrich ,  Jon Barton Shields

    发明人： David Dietrich ,  Jon Barton Shields

    IPC分类号： H04L29/08

    CPC分类号： H04L67/10 ,  H04L12/4135 ,  H04L49/00 ,  H04L2012/40215 ,  H04W12/02 ,  H04W74/0858 ,  H04W84/18

    摘要： The Distributed Queue Switch Architecture (DQSA) family of protocols has previously focused upon fundamental research and computer-aided simulations. Distributed Queue Wireless Arbiter (DQWA), however, is the first member of the protocol family presented as a fully-drawn Medium Access Control protocol specification with cross-layering for reporting Physical layer characteristics, such as channel and state information, which can then be shared among nodes for security, quality and energy performance. DQWA has been designed for the implementation of fully interoperable DQSA networks, where disparate network types such as Cable TV and Internet Service Provider can now share a common platform for a data transmission and receiving network with a plurality of nodal apparatus for sending and receiving digital data across a cable or wireless physical network, or the logical equivalent, and where nodes can interact directly or via other nodes, and demonstrating a throughput which can achieve circuit-switched performance within a packet-switched environment.

    摘要翻译： 分布式队列交换架构（DQSA）协议系列以前专注于基础研究和计算机辅助仿真。 然而，分布式队列无线仲裁器（DQWA）是协议族的第一个成员，作为全面介绍的媒体访问控制协议规范提出，具有用于报告物理层特性（如信道和状态信息）的交叉层次，然后可以将其 在节点之间共享安全性，质量和能源性能。 DQWA被设计用于实现完全可互操作的DQSA网络，其中不同的网络类型如有线电视和因特网服务提供商现在可以共享具有用于发送和接收数字数据的多个节点装置的数据传输和接收网络的通用平台 通过电缆或无线物理网络，或逻辑等效物，以及节点可以直接或经由其他节点进行交互，以及演示能够在分组交换环境内实现电路交换性能的吞吐量。

    DIRECT MANUFACTURED SELF-CONTAINED PARTS KIT
    7.
    发明申请
    DIRECT MANUFACTURED SELF-CONTAINED PARTS KIT 有权
    直接制造自包件

    公开(公告)号：US20070098929A1

    公开(公告)日：2007-05-03

    申请号：US11163694

    申请日：2005-10-27

    申请人： David Dietrich ,  Jeffrey Degrange

    发明人： David Dietrich ,  Jeffrey Degrange

    IPC分类号： B29C35/08 ,  B31B45/00

    CPC分类号： B22F3/1055 ,  B29C64/00 ,  B29L2031/712 ,  B33Y10/00 ,  B33Y80/00 ,  Y02P10/295 ,  Y10T428/13

    摘要： A self-contained parts kit is created by forming a container around parts formed using a direct manufacturing process. The formation of the container is part of the same process by which the parts are formed. The container can be formed with one or more openings by which the parts can be removed. The container can also be formed with perforations in one or more surfaces to allow the parts therein to be cleaned without removing the parts, such as by shaking or by the external application of a fluid such as pressurized air. Indicia can also be formed on the container.

    摘要翻译： 通过在使用直接制造工艺形成的零件周围形成容器来创建独立的部件套件。 容器的形成是形成零件的相同过程的一部分。 容器可以形成有一个或多个开口，通过该开口部件可以被移除。 容器也可以在一个或多个表面上形成穿孔，以允许其中的部件被清洁，而不需要移除部件，例如通过摇动或外部施加诸如加压空气的流体。 也可以在容器上形成标记。