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classbaseattributetimeclassification

classbaseattributetimeclassification

time series class time based dataset 所属分类 :人工智能/神经网络/深度学习 开发工具 :matlab 文件大小 :150KB 下载次数 :2 上传日期 :2010-12-27 14:47:29 说明: In

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所属分类人工智能/神经网络/深度学习
开发工具:matlab
文件大小:150KB
下载次数:2
上传日期:2010-12-27 14:47:29
说明:  In this paper, we present two novel class-based weighting methods for the Euclidean nearest neighbor algorithm and compare them with global weighting methods considering empirical results on a widely accepted time series classification benchmark dataset. Our methods provide higher accuracy than every global weighting in nearly half of the cases and they have better overall performance. We conclude that class-based weighting has great potential for improving time series classification accuracy and it might be extended to use with other distance functions than the Euclidean distance.

文件列表
classbaseattributetimeclassification.pdf,173985,2010-10-18

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