most citedFCPCA: Fuzzy clustering of high-dimensional time series based on common principal component analysis

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stat.AP2025

Robust Spectral Fuzzy Clustering of Multivariate Time Series with Applications to Electroencephalogram

Ziling Ma, Mara Sherlin Talento, Ying Sun +1

Clustering multivariate time series (MTS) is challenging due to non-stationary cross-dependencies, noise contamination, and gradual or overlapping state boundaries. We introduce a…