Szukana fraza: [Abstract = "A new supervised classification algorithm of a heavily distorted pattern \(shape\) obtained from noisy observations of nonstationary signals is proposed in the paper. Based on the Gabor transform of 1\-D non\-stationary signals, 2\-D shapes of signals are formulated and the classification formula is developed using the pattern matching idea, which is the simplest case of a pattern recognition task. In the pattern matching problem, where a set of known patterns creates predefined classes, classification relies on assigning the examined pattern to one of the classes. Classical formulation of a Bayes decision rule requires a priori knowledge about statistical features characterising each class, which are rarely known in practice."]

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