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New research compares recurrence microstates (RM) and symbolic dynamics (SD) for time-series analysis. RM delivers higher accuracy, while combining RM and SD provides the best overall performance for parameter estimation and ECG classification. #recurrence_plot journals.aps.org/prresearch/a...

journals.aps.orgComparison of the performance of features based on symbolic dynamics and recurrence microstates for time series classificationSymbolization is a well-established tool to transform a time series into a sequence of symbols. Here, we compare two symbolization approaches: recurrence microstate (RM), based on recurrence patterns ...

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