|Title of the article||
COMPENSATION OF METHODOLOGICAL ERRORS IN CALCULATIONS OF STANDARD DEVIATIONS AND CORRELATION COEFFICIENTS OCCURING DUE TO SMALL SAMPLE SIZES
Volchikhin Vladimir Ivanovich, Doctor of engineering sciences, professor, President of Penza State University (40 Krasnaya street, Penza, Russia), firstname.lastname@example.org
519.7; 519.66; 57.087.1, 612.087.1
Background. Enhancement of training algorithms for nearla networks of “biometrics-access code” converters is hindered by methodological errors occurring due to a small number of examples in training samples. Thus, in samples with 3 examples a methodological error of standard deviation calculation is 23% and should be compensated.
methodological error, calculation of standard deviation on small samples, biometric data processing
1. Dodis Y., Reyzin L., Smith A. Fuzzy Extractors: How to Generate Strong Keys from Biometrics and Other Noisy. EUROCRYPT. 2004, April 13, pp. 523–540.
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