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Based on multiple kernel learning (MKL) support vector machine and decision tree combined strategy, a multi-class classification method is proposed to classify lower limb motions using electromyography (EMG) signals. According to the framework of multiple kernel learning, the MKL-based multi-classifier is constructed using binary tree decomposition method. Four-channel surface EMG signals are firstly...
With the development of pen-based mobile device, on-line signature verification is gradually becoming a promising kind of biometrics. A method for the verification of on-line handwritten signatures using both support vector data description (SVDD) and genetic algorithm (GA) is described. A 27-parameter feature set including the shape and dynamic features was extracted from the on-line signatures data...
With the development of power markets, electricity price especially the market clearing price (MCP) forecasting is becoming more and more important in such new competitive markets since the MCP forecasting is the basis of decision making for participants in electricity market. In this paper the problem of modeling market clearing price forecasting in deregulated markets is studied. And electricity...
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