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    • 1. 发明公开
    • INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND STORAGE MEDIUM
    • EP2515260A4
    • 2018-01-10
    • EP10837535
    • 2010-12-07
    • NEC CORP
    • AOKI KENJINAKATA TAKAYUKI
    • G06F17/18G01S19/15
    • G06F17/18G01S19/15
    • An information processing device can obtain an accurate result of regression analysis even if a mean and a variance of a response variable depends on an explanatory variable taking continuous variable. An information processing device calculates a mean of and a variance of a response variable for each range which is determined based on a partition candidate being information on partitioning a domain of an explanatory variable into a plurality of ranges based on observed data including information representing the explanatory variable and information representing the response variable being an observed value in terms of the explanatory variable and the mean and the variance are dependent on the explanatory variable. The information processing device selects a specific partition candidate among a plurality of the partition candidates by using an information criterion which is calculated based on the observed data and the calculated mean and variance of the response variable. The information processing device calculates a smooth function representing the variance of the response variable in the domain of the explanatory variable and a smooth function representing the mean of the response variable in the domain of the explanatory variable based on the mean and the variance calculated for each range determined based on the specific partition candidate.
    • 2. 发明公开
    • DIAGNOSTIC DEVICE
    • DIAGNOSTISCHE EINRICHTUNG
    • EP2128592A4
    • 2012-11-28
    • EP08722614
    • 2008-03-21
    • NEC CORP
    • FUJIMAKI RYOHEINAKATA TAKAYUKISATOU AKINORITSUKAHARA HIDENORI
    • G01M99/00G05B23/02G06F17/30
    • G05B23/0281G06N7/005
    • A diagnostic device detects a fault and estimates its cause based on the degree of change of a plurality of attributes of data measured from an object being diagnosed. A diagnostic object change degree pattern generation unit 110 calculates the degree of change of each attribute of data, including a plurality of attributes of the object being diagnosed measured from the object being diagnosed to generate a diagnostic object change degree pattern which is a combination of values of the degree of change of the respective attributes. A criterion change degree pattern memory 150 holds in store a criterion change degree pattern, formed of a pattern of values of the degree of change of the attributes of data measured from the object being diagnosed, in association with event(s)-to-be-diagnosed on the fault sort basis or on the fault cause basis. A change degree pattern diagnosis means 120 effects pattern matching between the diagnostic object change degree pattern and the criterion change degree pattern in the criterion change degree pattern memory to diagnose the object being diagnosed.
    • 诊断装置基于从被诊断对象测量的多个属性的属性的变化程度来检测故障并估计其原因。 诊断对象变化度模式生成部110根据被诊断对象测量出的被诊断对象的多个属性,计算出每个属性属性的变化程度,生成作为值的组合的诊断对象变化度模式 的各个属性的变化程度。 标准变化度模式存储器150保存标准变化度模式,其由从被诊断对象测量的数据的属性的变化程度的值的模式的形式与事件相关联地形成 - 根据故障排序或故障原因确定。 改变度模式诊断装置120在标准变化度模式存储器中实现诊断对象变化度模式和标准变化度模式之间的模式匹配,以诊断被诊断的对象。