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OUTLIER DETECTING APPARATUS, OUTLIER DETECTING METHOD, AND VEHICLE TROUBLE DIAGNOSIS SYSTEM
OUTLIER DETECTING APPARATUS, OUTLIER DETECTING METHOD, AND VEHICLE TROUBLE DIAGNOSIS SYSTEM
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机译:外部检测装置,外部检测方法和车辆故障诊断系统
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摘要
The present invention provides an outlier detecting apparatus and the like that assist or execute detection of an outlier within a practical time without performing a parameter tuning operation for a nonlinear data set. An outlier detecting apparatus (1) converts each of a plurality of pieces of data included in a data set for each dimension, and establishes an observation region for the data set on the basis of the bit sequence. Then, the outlier detecting apparatus (1) determines a piece of target data one by one from the plurality of pieces of data included in the data set, and calculates the degree of deviation of the piece of target data on the basis of data densities of data adjacent to the piece of target data when a region corresponding to the piece of target data is removed from the observation region.
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