Quantile-Quantile (Q-Q) plots are commonly used to assess the distributional similarity between two datasets. Traditionally designed for univariate distributions, Q-Q plots are ineffective at ...
Abstract: Data mining, particularly multivariate time series data analysis, is crucial in extracting insights from complex systems and supporting informed decision-making across diverse domains.
Abstract: Feature mining is a challenging work in the field of multivariate time series (MTS) data mining. Traditional methods suffer from three major issues. 1) Learned shapelets may seriously ...
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