Optimizations in time series clustering and prediction
Ventsislav Georgiev Nikolov · 2010
In this paper a combination of time series clustering and prediction is considered. Both clustering and prediction are done by neural networks with supervised and unsupervised learning respectively. Some optimizations of the clustering procedure are proposed for software implementation. Prediction results for univariate time series are shown and analysed.