Self-Organizing Maps
Neural Networks in Business Forecasting
Neural Networks in Business Forecasting
Clustering
Clustering and prediction of risk spread curves
CompSysTech '09 Proceedings of the International Conference on Computer Systems and Technologies and Workshop for PhD Students in Computing
Local weighted approach to time series forecasting
Proceedings of the 12th International Conference on Computer Systems and Technologies
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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.