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Short-term electricity price forecasting with empirical mode decomposition based ensemble Kernel machines
Short-term electricity price forecasting is a critical issue for the operation of both electricity markets and power systems. An ensemble method composed of Empirical Mode Decomposition (EMD), Kernel Ridge Regression (KRR) ...
An Ensemble of Kernel Ridge Regression for Multi-class Classification
We propose an ensemble of kernel ridge regression based classifiers in this paper. Kernel ridge regression admits a closed form solution making it faster to compute and also making it suitable to use for ensemble methods ...