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TIME-SERIES FEATURE EXTRACTION APPARATUS, TIME-SERIES FEATURE EXTRACTION METHOD AND RECORDING MEDIUM

机译:时间序列特征提取装置,时间序列特征提取方法和记录介质

摘要

A time-series feature extraction apparatus has a coefficient outputter to output a coefficient to be used in calculation for classifying time series data into a plurality of segments, a segment position outputter to perform calculation for classifying the time series data into the plurality of segments based on the coefficient to output information on boundary positions of the plurality of segments, a cluster classifier to classify the plurality of segments into a certain number of plurality of clusters equal to or smaller than a certain number of the plurality of segments, a representative element outputter to output a representative element which represents a local feature of each of the plurality of clusters and is set for each of the plurality of segments, a feature degree calculator to calculate a feature degree of the representative element, and a representative element updater to update the representative element based on the feature degree.
机译:时间序列特征提取设备具有:系数输出器,用于输出用于将时间序列数据分类为多个片段的计算中使用的系数;片段位置输出器,用于基于时间序列数据分类为多个片段的计算;关于用于输出关于多个片段的边界位置的信息的系数的代表元素输出器,用于将多个片段分类为等于或小于特定数量的多个片段的多个簇的聚类分类器,代表元素输出器输出代表代表多个聚类中的每一个的局部特征并针对多个分段中的每一个设置的代表元素,特征度计算器以计算代表元素的特征度,以及代表元素更新器以更新代表元素。基于特征度的代表性元素。

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