CSTS provides a synthetic benchmark with 23 ground-truth correlation patterns across data variants, plus reference values, to evaluate correlation-based time series clustering algorithms and validation measures.
Lag penalized weighted correlation for time series cluster- ing
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CSTS: A Benchmark for the Discovery of Correlation Structures in Time Series Clustering
CSTS provides a synthetic benchmark with 23 ground-truth correlation patterns across data variants, plus reference values, to evaluate correlation-based time series clustering algorithms and validation measures.