Introduces and proves stability for a persistent homology-based bi-conditional periodicity score for pairwise time series similarity.
https://arxiv.org/abs/2309.16648
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Investigates which quantum encodings of classical datasets preserve persistent homology so that quantum algorithms can extract topological features directly from the data.
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A Stable Measure of Similarity for Time Series using Persistent Homology
Introduces and proves stability for a persistent homology-based bi-conditional periodicity score for pairwise time series similarity.