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Image-based Data Representations of Time Series: A Comparative Analysis in EEG Artifact Detection
We find that, while the choice of representation entails a choice within the tradeoff between bias and variance, certain representations are practically more effective in highlighting features which increase the signal-to-noise ratio of the data.
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