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1. 发明申请

US20160350671A1 DYNAMICALLY UPDATED PREDICTIVE MODELING OF SYSTEMS AND PROCESSES 审中-公开
标题翻译：系统和过程的动态更新预测建模
公开(公告)号：US20160350671A1
公开(公告)日：2016-12-01
申请号：US15134048
申请日：2016-04-20
申请人： Predikto, Inc
发明人： Robert G. Morris, II , William McGinnis
IPC分类号： G06N7/00 , G06F17/50 , G06N5/02
CPC分类号： G06N20/00 , G05B23/0229
摘要： Various examples are provided for dynamically updating or adapting predictive modeling for prediction of outcomes of interest for operating systems and processes. Embodiments of the disclosure may provide systems, apparatus, processes, and methods for generating and deploying dynamically updated predictive models. In some embodiments, the predictive model may be deployed for the purpose of predicting operational outcomes of interests in operating systems, hardware devices, machines and/or processes associated therewith prior to the operational outcomes of interest occurring. The predictions can, for example, provide sufficient time for maintenance or repairs to be scheduled and carried out to avoid the predicted operational outcome. Autonomous evaluation of features allows the predictive models to be dynamically updated in response to changes in the environment or monitored data.
摘要翻译：提供了各种示例，用于动态更新或调整预测建模以预测操作系统和过程的感兴趣的结果。本公开的实施例可以提供用于生成和部署动态更新的预测模型的系统，装置，过程和方法。在一些实施例中，预测模型可以部署用于在感兴趣的操作结果发生之前预测操作系统，硬件设备，机器和/或与之相关的过程的兴趣的操作结果。例如，预测可以提供足够的时间进行维护或维修，以排除和执行以避免预测的运行结果。功能的自主评估使得可以根据环境变化或监控数据动态更新预测模型。

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