Time Series Forecasting Using LSTM Networks: A Symbolic Approach. - Steven Elsworth; Stefan Güttel (CoRR, 2020)

ABBA: adaptive Brownian bridge-based symbolic aggregation of time series. - Steven Elsworth; Stefan Güttel (Data Min. Knowl. Discov., 2020)

The Block Rational Arnoldi Method. - Steven Elsworth; Stefan Güttel (SIAM J. Matrix Anal. Appl., 2020)

Rational Krylov methods and machine learning approaches to time series forecasting. - Steven Elsworth (2020)