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In this paper, a comparison of an existing multi-algorithmic and a new multi-semantic fusion approach for biometric online handwriting user verification is presented. First, in order to improve the authentication performance of a biometric online handwriting system four classification algorithms are combined using several weighting strategies for matching score level fusion. Second, based on the best...