Tiňo, Peter; Schittenkopf, Christian; Dorffner, Georg - Institut für Informationsverarbeitung und -wirtschaft … - 2000
In this paper we investigate the potential of the analysis of noisy non-stationary time series by quantizing it into streams of discrete symbols and applying finite-memory symbolic predictors. The main argument is that careful quantization can reduce the noise in the time series to make model...