Fuzzy clustering of circular time series based on a new dependence measure with applications to wind data

Ángel López-Oriona, Ying Sun, Rosa M. Crujeiras

Time series clustering is an essential machine learning task with applications in many disciplines. While the majority of the methods focus on time series taking values on the real…