Search for: [Abstract = "A new neural network based pattern recognition algorithm is proposed. The method consists in preprocessing the multidimensional data, using a space\-filling curve based transformation into the unit interval, and employing Kohonen\?s vector quantization algorithms \(of 80M and LVQ types\) in one dimension. The space\-filling based transformation preserves the theoretical Bayes risk. Experiments show that such an approach can produce good or even better error rates than the classical LVQ performed in a multidimensional space."]

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