Search Results - "nonparametric pattern recognition algorithm"

A method of sequentially generating a set of components of a multidimensional random variable using a nonparametric pattern recognition algorithm by Zenkov, I.V., Lapko, A.V., Lapko, V.A., Kiryushina, E.V., Vokin, V.N., Bakhtina, A.V.

“…We study in which way a priori information on the independence of random variables affects the approximation accuracy of a nonparametric estimate of the…”
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Comparison of Methods for Testing the Hypothesis of Independence of Random Variables Based on a Nonparametric Classifier and Pearson’s Chi-Squared Test by Lapko, A. V., Lapko, V. A., Bakhtina, A. V.

“…A technique for testing the hypothesis about the independence of random variables, based on a nonparametric pattern recognition algorithm, is used in the…”
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Comparison of the Methodology for Hypothesis Testing of the Independence of Two-Dimensional Random Variables Based on a Nonparametric Classifier by Lapko, A. V., Lapko, V. A., Bakhtina, A. V.

“…— The properties of a new method for the hypothesis testing of the independence of random variables based on the use of a nonparametric pattern recognition…”
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Fast Selection of Blur Coefficients in a Multidimensional Nonparametric Pattern Recognition Algorithm by Lapko, A. V., Lapko, V. A.

“…A fast procedure is proposed for choosing the blur coefficients of kernel functions in a multidimensional nonparametric estimation of the equation of a…”
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Methods for Rapid Selection of Kernel Function Blur Coefficients in a Nonparametric Pattern Recognition Algorithm by Lapko, A. V., Lapko, V. A.

“…A fast algorithm is proposed for choosing the coefficients of blur coefficients for kernel functions in a nonparametric estimate of the separating surface…”
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Kernel Pattern Recognition Algorithm in the Task of Testing the Hypothesis of Distribution of Multidimensional Random Quantities by Lapko, A.V., Lapko, V.A., Yuronen, E.A.

“…New method of testing hypotheses on distribution of multi-dimensional statistical data of large volume is considered. The possibility of replacing the…”
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A Process Analytical Technology approach to near-infrared process control of pharmaceutical powder blending: Part II: Qualitative near-infrared models for prediction of blend homogeneity by El-Hagrasy, Arwa S, Delgado-Lopez, Miriam, Drennen, 3rd, James K

“…The successful implementation of near-infrared spectroscopy (NIRS) in process control of powder blending requires constructing an inclusive spectral database…”
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