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公开(公告)号：US08306940B2
公开(公告)日：2012-11-06
申请号：US12408663
申请日：2009-03-20
申请人： Bongshin Lee , Ashish Kapoor , Desney S. Tan , Justin Talbot
发明人： Bongshin Lee , Ashish Kapoor , Desney S. Tan , Justin Talbot
CPC分类号： G06N99/005
摘要： A real-time visual feedback ensemble classifier generator and method for interactively generating an optimal ensemble classifier using a user interface. Embodiments of the real-time visual feedback ensemble classifier generator and method use a weight adjustment operation and a partitioning operation in the interactive generation process. In addition, the generator and method include a user interface that provides real-time visual feedback to a user so that the user can see how the weight adjustment and partitioning operation affect the overall accuracy of the ensemble classifier. Using the user interface and the interactive controls available on the user interface, a user can iteratively use one or both of the weigh adjustment operation and partitioning operation to generate an optimized ensemble classifier.
摘要翻译： 一种实时视觉反馈综合分类器生成器和方法，用于使用用户界面交互式生成最佳集合分类器。 实时视觉反馈综合分类器发生器和方法的实施例在交互式生成过程中使用权重调整操作和分割操作。 此外，发生器和方法包括向用户提供实时视觉反馈的用户界面，使得用户可以看到权重调整和分割操作如何影响整体分类器的整体精度。 使用用户界面上的用户界面和交互式控件，用户可以迭代地使用权重调整操作和分区操作中的一个或两者来生成优化的整体分类器。
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公开(公告)号：US20100241596A1
公开(公告)日：2010-09-23
申请号：US12408663
申请日：2009-03-20
申请人： Bongshin Lee , Ashish Kapoor , Desney Tan , Justin Talbot
发明人： Bongshin Lee , Ashish Kapoor , Desney Tan , Justin Talbot
CPC分类号： G06N99/005
摘要： A real-time visual feedback ensemble classifier generator and method for interactively generating an optimal ensemble classifier using a user interface. Embodiments of the real-time visual feedback ensemble classifier generator and method use a weight adjustment operation and a partitioning operation in the interactive generation process. In addition, the generator and method include a user interface that provides real-time visual feedback to a user so that the user can see how the weight adjustment and partitioning operation affect the overall accuracy of the ensemble classifier. Using the user interface and the interactive controls available on the user interface, a user can iteratively use one or both of the weigh adjustment operation and partitioning operation to generate an optimized ensemble classifier.
摘要翻译： 一种实时视觉反馈综合分类器生成器和方法，用于使用用户界面交互式生成最佳集合分类器。 实时视觉反馈综合分类器发生器和方法的实施例在交互式生成过程中使用权重调整操作和分割操作。 此外，发生器和方法包括向用户提供实时视觉反馈的用户界面，使得用户可以看到权重调整和分割操作如何影响整体分类器的整体精度。 使用用户界面上的用户界面和交互式控件，用户可以迭代地使用权重调整操作和分区操作中的一个或两者来生成优化的整体分类器。
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公开(公告)号：US20090048883A1
公开(公告)日：2009-02-19
申请号：US12164419
申请日：2008-06-30
申请人： Michael D. Kelly , Steffen Frey , Eva Robinson , Thomas Nash , Tracey Renaud , Justin Talbot-Stern
发明人： Michael D. Kelly , Steffen Frey , Eva Robinson , Thomas Nash , Tracey Renaud , Justin Talbot-Stern
CPC分类号： G06Q20/02 , G06Q10/063 , G06Q20/389 , G06Q30/04 , G06Q30/0601 , G06Q40/02 , G06Q40/12
摘要： A plurality of validated electronic trade documents, associated with a transaction between a government agency buyer and a government agency seller, are obtained. The electronic trade documents are logically linked in an intragovernmental transaction container, and periodically scanned to determine if conditions exist for at least partial settlement of the transaction. Responsive to the determination that the conditions for the at least partial settlement of the transaction exist, the at least partial settlement of the transaction is initiated. Capability for handling grants can also be provided.
摘要翻译： 获得与政府机构买方和政府机构卖方之间的交易相关联的多个经验证的电子交易文件。 电子贸易文件在政府间交易容器中进行逻辑关联，并定期扫描以确定是否存在至少部分结算交易的条件。 响应于确定存在至少部分交易结算的条件的确定，开始交易的至少部分结算。 也可以提供处理赠款的能力。
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