Prediction is very important in business planning. The ability to accurately predict the future is fundamental to many …

In this paper, a genetic approach combing multi-model framework for solar radiation time series prediction is proposed … dynamically, and the subsequences are further grouped into different clusters. For each cluster, a prediction model is trained to … represent that specific pattern. In the prediction phase, identifying the pattern for current period is of great importance …

In the context of non-linear dynamics, next neighbor prediction methods have been successfully applied to univariate … time series. We generalize these methods, in particular, center-of-mass-prediction (COM-prediction) and local linear … prediction (LL-prediction), to multivariate time series. The use of multivariate prediction techniques is especially interesting …