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    • 3. 发明申请
    • CONTEXT-AWARE PARAMETER ESTIMATION FOR FORECAST MODELS
    • 预测模型的背景参数估计
    • US20130024170A1
    • 2013-01-24
    • US13554745
    • 2012-07-20
    • Lars DanneckerRobert SchulzeMatthias BoehmWolfgang Lehner
    • Lars DanneckerRobert SchulzeMatthias BoehmWolfgang Lehner
    • G06F17/10
    • G06F17/18G06F17/5009G06F2217/78G06Q10/063
    • Methods, systems, and computer-readable storage media for providing at least one parameter for use with a forecast model. Implementations include actions of receiving a first context vector, the first context vector including a plurality of context attributes that describe a first context, retrieving a first parameter vector from a repository based on the first context vector, the repository electronically storing a plurality of parameter vector, each parameter vector being associated with a respective context and including one or more parameters, parameterizing the forecast model based on parameters provided in the first parameter vector to provide a parameterized forecast model, optimizing the parameterized forecast model to provide an optimized forecast model, and forecasting one or more values using the optimized forecast model.
    • 用于提供用于预测模型的至少一个参数的方法,系统和计算机可读存储介质。 实现包括接收第一上下文向量的动作,第一上下文矢量包括描述第一上下文的多个上下文属性,基于第一上下文向量从存储库检索第一参数向量,存储库电子地存储多个参数向量 每个参数向量与相应的上下文相关联并且包括一个或多个参数,基于在第一参数向量中提供的参数来参数化预测模型,以提供参数化的预测模型,优化参数化的预测模型以提供优化的预测模型,以及 使用优化预测模型预测一个或多个值。
    • 4. 发明授权
    • Context-aware parameter estimation for forecast models
    • 预测模型的上下文感知参数估计
    • US09361273B2
    • 2016-06-07
    • US13554745
    • 2012-07-20
    • Lars DanneckerRobert SchulzeMatthias BoehmWolfgang Lehner
    • Lars DanneckerRobert SchulzeMatthias BoehmWolfgang Lehner
    • G06F17/18G06Q10/06G06F17/50
    • G06F17/18G06F17/5009G06F2217/78G06Q10/063
    • Methods, systems, and computer-readable storage media for providing at least one parameter for use with a forecast model. Implementations include actions of receiving a first context vector, the first context vector including a plurality of context attributes that describe a first context, retrieving a first parameter vector from a repository based on the first context vector, the repository electronically storing a plurality of parameter vector, each parameter vector being associated with a respective context and including one or more parameters, parameterizing the forecast model based on parameters provided in the first parameter vector to provide a parameterized forecast model, optimizing the parameterized forecast model to provide an optimized forecast model, and forecasting one or more values using the optimized forecast model.
    • 用于提供用于预测模型的至少一个参数的方法,系统和计算机可读存储介质。 实现包括接收第一上下文向量的动作,第一上下文矢量包括描述第一上下文的多个上下文属性,基于第一上下文向量从存储库检索第一参数向量,存储库电子地存储多个参数向量 每个参数向量与相应的上下文相关联并且包括一个或多个参数,基于在第一参数向量中提供的参数来参数化预测模型,以提供参数化的预测模型,优化参数化的预测模型以提供优化的预测模型,以及 使用优化预测模型预测一个或多个值。