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

Ziling Ma, Ángel López-Oriona, Hernando Ombao +1

Clustering multivariate time series data is a crucial task in many domains, as it enables the identification of meaningful patterns and groups in time-evolving data. Traditional ap…