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A novel support vector kernel, namely the multiresolution kernel, is presented based on the theory of multiresolution analysis of wavelet transform. The multi-resolution kernel is composed by the scaling function at some scale and wavelets with different resolution. Based on multi-resolution kernel and support vector machine, a new regression model that is called multi-resolution support vector regression...
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