2 papers
stat.ME2021
Quantile-based fuzzy C-means clustering of multivariate time series: Robust techniques
Ángel López-Oriona, Pierpaolo D'Urso, José Antonio Vilar +1
Three robust methods for clustering multivariate time series from the point of view of generating processes are proposed. The procedures are robust versions of a fuzzy C-means mode…
stat.ME2021
Quantile-based fuzzy clustering of multivariate time series in the frequency domain
Ángel López-Oriona, José A. Vilar, Pierpaolo-D'Urso
A novel procedure to perform fuzzy clustering of multivariate time series generated from different dependence models is proposed. Different amounts of dissimilarity between the gen…