From Time Series to Euclidean Spaces: On Spatial Transformations for Temporal Clustering

Nuno Mota Goncalves, Ioana Giurgiu, Anika Schumann

Unsupervised clustering of temporal data is both challenging and crucial in machine learning. In this paper, we show that neither traditional clustering methods, time series specif…