Výsledky vyhledávání - "nonparametric pattern recognition algorithm"

A Nonparametric Pattern Recognition Algorithm in the Problems of Analyzing the Data of Remote Sensing over Anthropogenic Territories Autor Lapko, A. V., Lapko, V. A., Sharueva, A. V.

“… The method is based on a nonparametric pattern recognition algorithm corresponding to the maximum likelihood criterion…”
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Nonparametric pattern recognition algorithm for testing a hypothesis of the independence of random variables Autor Zenkov, I.V., Lapko, A.V., Lapko, V.A., Kiryushina, E.V., Vokin, V.N.

“… The technique under consideration is based on the use of a nonparametric pattern recognition algorithm that meets a maximum likelihood criterion…”
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A method of sequentially generating a set of components of a multidimensional random variable using a nonparametric pattern recognition algorithm Autor 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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Application of a Nonparametric Pattern Recognition Algorithm to the Problem of Testing the Hypothesis of the Independence of Variables of Multi-Valued Functions Autor Lapko, A. V., Lapko, V. A., Bakhtina, A. V.

“…The problem of hypothesis testing for the independence of two-dimensional random variables in the analysis of variables of multi-valued functions is…”
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Formation of Sets of Independent Components of a Multidimensional Random Variable Based on a Nonparametric Pattern Recognition Algorithm Autor Lapko, A. V., Lapko, V. A., Bakhtina, A. V.

“…We consider the possibility of circumventing the decomposition problem for the range of values of random variables when testing various hypotheses. A brief…”
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Fast Selection of Blur Coefficients in a Multidimensional Nonparametric Pattern Recognition Algorithm Autor 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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A technique for testing hypotheses for distributions of multidimensional spectral data using a nonparametric pattern recognition algorithm Autor Alexander Lapko, Vasily Lapko

“…The paper deals with a new method of testing hypotheses for the distribution of multidimensional remote sensing spectral data. The proposed technique is based…”
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Methods for Rapid Selection of Kernel Function Blur Coefficients in a Nonparametric Pattern Recognition Algorithm Autor 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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Face DetectNet: face detection via fully-convolutional network Autor Lapko, A.V., Lapko, V.A.

“…The paper deals with a new method of testing hypotheses for the distribution of multidimensional remote sensing spectral data. The proposed technique is based…”
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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 Autor 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 analysis of ambiguous dependencies…”
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Comparison of the Methodology for Hypothesis Testing of the Independence of Two-Dimensional Random Variables Based on a Nonparametric Classifier Autor 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 algorithm corresponding to the maximum…”
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Kernel Pattern Recognition Algorithm in the Task of Testing the Hypothesis of Distribution of Multidimensional Random Quantities Autor 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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Testing the performance of some nonparametric pattern recognition algorithms in realistic cases Autor Sandri, Laura, Marzocchi, Warner

“… Usually, we do not even know which features have an influence on the process. The main goal of this paper is to evaluate the performance of some nonparametric Pattern Recognition algorithms when applied to such data…”
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Analysis of nonparametric pattern recognition algorithms under incomplete data Autor Lapko, A. V., Lapko, V. A.

“…The nonparametric pattern recognition algorithms are investigated under incomplete data in the training sample…”
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Asset-return momentum prediction through pattern recognition Autor Xiang, Yun, Zhao, Yonghong, Deng, Shijie

“…Asset-price momentum effects are important to study in finance. A novel nonparametric pattern-recognition algorithm is proposed to identify intraday momentum based on price patterns…”
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Nonparametric pattern recognition algorithms for random values of fuzziness factors of kernel functions Autor Lapko, A. V., Lapko, V. A.

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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 Autor 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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Application of a nonparametric procedure for testing the hypothesis about the independence of random variables given a large amount of statistical data Autor Lapko, A. V., Lapko, V. A., Bakhtina, A. V.

“…The article considers a problem related to testing the hypothesis about the independence of random variables given large amounts of statistical data. The…”
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Nonparametric Algorithms for Estimating the States of Natural Objects Autor Lapko, A. V., Lapko, V. A.

“…Modifications of a nonparametric pattern recognition algorithm corresponding to the maximum likelihood criterion with additional decision functions are considered…”
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Nonparametric method for testing the hypothesis of independence of random variables and its application in the analysis of remote sensing data Autor Sharueva, Anna V.

“… a nonparametric pattern recognition algorithm corresponding to the maximum likelihood criterion…”
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