CONTENTS

CYBERNETICS

1. Specialized pre-training of neural networks on synthetic data for improving paraphrase generation [In Ukrainian]	PDF
O.H. Skurzhanskyi, O.O. Marchenko, A.V. Anisimov	3–12

2. Algorithms for construction of minimal generating set of solutions for systems of linear equations [In Ukrainian]	PDF
S. Kryvyi, O. Chugaenko	13–27

3. Reset thresholds of transformation monoids [In English]	PDF
I. Rystsov, M. Szykula	28–37

4. Coreset discovery for machine learning problems [In Ukrainian]	PDF
V.M. Tereshchenko, P.A. Zakala	38–50

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SYSTEMS ANALYSIS

5. Applying fast simulation to the evaluation of customers blocking probability in the multichannel queuing system with multicast access [In Ukrainian]	PDF
I.M. Kuznetsov, A.A. Shumska	51–63

6. Determining a piecewise-linear trend of a non-stationary time series based on intelligent data analysis. II. Machine experiments and practical problem solutions [In Ukrainian]	PDF
P.S Knopov, A.S. Korkhin	64–79

7. Regulating economy by the credit multiplier [In Ukrainian]	PDF
B.B. Dunaev	80–95

8. Control strategies in the problem of approach of conflict-controlled objects [In Ukrainian]	PDF
A.A Chikrii, I.S. Rappoport	96–110

9. Threshold models for Levy processes and approximate maximum likelihood estimation [In Ukrainian]	PDF
H. Tsai, A.V. Nikitin	111–118

10. Analyzing operation efficiency of a city transportation system by the U -statistics methods. II. Optimization the methods of interactive evaluation [In Ukrainian]	PDF
O.D. Polishchuk, M.S. Yadzhak	119–127

11. Optimal calculation of integrals of rapidly oscillating functions for some classes of differential functions [In Ukrainian]	PDF
L.V. Luts	128–138

12. The equivalence of the fundamental spline and green’s function in the construction of the exact finite-dimensional analog of the boundary-value problem for an ordinary differential equation of the 4th order [In Ukrainian]	PDF
V. Prikazchikov	139–146

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SOFTWARE– HARDWARE COMPLEXES

13. Architecture and reliability models of hybrid sensor networks for environmental and emergency monitoring systems [In Ukrainian]	PDF
S. Skorobohatko, H. Fesenko, V. Kharchenko, S. Yakovlev	147–159

14. Formalization of developing diagnostic support for radio-electronic equipment [In Ukrainian]	PDF
L. Sakovich, S. Gnatiuk, S. Semekha, D. Volosheniuk, I. Popov	160–175

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NEW MEANS OF CYBERNETICS, INFORMATICS,
COMPUTER ENGINEERING, AND SYSTEMS ANALYSIS

15. Generative models in the problem of evaluating the efficiency of computer algorithms [In Ukrainian]	PDF
L.S. Fainzilberg	176–187

16. New approaches and methods of image encoding [In Ukrainian]	PDF
V.K. Luts	188–200