AUTOSHAPE: An Autoencoder-Shapelet Approach for Time Series Clustering

no code implementations • 6 Aug 2022 • Guozhong Li, Byron Choi, Jianliang Xu, Sourav S Bhowmick, Daphne Ngar-yin Mah, Grace Lai-Hung Wong

To study the performance of multivariate time series (MTS), we evaluate AUTOSHAPE on 30 UEA archive datasets with 5 competitive methods.

Clustering Representation Learning +2