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A new multi-scale wavelet support vector regression (MS-WSVR) for function regression is proposed in this paper, and applied to soft sensor modeling for abamectin fermentation process. Wavelet function with different resolution is used as support vector kernel in order to construct MS-WSVR. Theoretic analysis of the multi-scale wavelet kernel is discussed in detail. Experiments show that this method...
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