most citedTime series clustering based on prediction accuracy of global forecasting models

1 citations · 1 across the 3 of their papers we have counts for

collaborators
Showing stat.MLShow all

2 papers · 1 filter

stat.ML2023★ 1 cited

Time series clustering based on prediction accuracy of global forecasting models

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. The procedure relies on two iterative steps: (i) K global forecasting models are fitted…

stat.ML2023

Ordinal time series analysis with the R package otsfeatures

Ángel López Oriona, José Antonio Vilar Fernández

The 21st century has witnessed a growing interest in the analysis of time series data. Whereas most of the literature on the topic deals with real-valued time series, ordinal time…