Fuzzy clustering of ordinal time series based on two novel distances with economic applications

Ángel López Oriona, Christian Weiss, José Antonio Vilar

Time series clustering is a central machine learning task with applications in many fields. While the majority of the methods focus on real-valued time series, very few works consi…