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Feature vectors encoded by using extrema are known to be immune to different types of distortions of the original time series [1]. This property enables them to be effective in a wide range of pattern matching applications for time series data [2] [3]. The process of extracting extrema is usually preceded by a filtering step to reduce noise and to bring out prominent features in a time series. The...
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