A Dimensionality Reduction Technique for Efficient Time Series Similarity Analysis
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We propose a dimensionality reduction technique for time series analysis that significantly improves the efficiency and accuracy of similarity searches. In contrast to piecewise constant approximation (PCA) techniques that approximate each time series with con... ...
