no code implementations • 30 Apr 2023 • Ángel López-Oriona, José Antonio Vilar Fernández, Pierpaolo D'Urso
To this aim, we propose three tests relying on a dissimilarity measure between categorical processes.
no code implementations • 30 Apr 2023 • Ángel López Oriona, Pablo Montero Manso, José Antonio Vilar Fernández
In this paper, a novel method to perform model-based clustering of time series is proposed.
no code implementations • 24 Apr 2023 • Ángel López Oriona, José Antonio Vilar Fernández
Time series data are ubiquitous nowadays.
no code implementations • 24 Apr 2023 • Ángel López Oriona, José Antonio Vilar Fernández
The 21st century has witnessed a growing interest in the analysis of time series data.