CONTENTS Data Science 1. Data modelling for analysis of readness of municipal education in industry 5.0 Irina Khaimovich, Vladimir Ramzaev, Vadim Chumak 1-4 2. Model and algorithm of industrial risk control at regional level Mikhail Geraskin, Elena Rostova 5-10 3. Investigation of the RAM access model in a heterogeneous computing system Aleksander Kolpakov, Aleksey Belov, Yuriy Kropotov 11-14 4. Method of processing velocity increase of measuring results of quantum frequency standard parameters for information transfer velocity increase in satellite communication systems Anna Grevtseva, Vadim Davydov, Vasiliy Rud 15-18 5. Development of the heuristic method of evolutionary strategies for reinforcement learning problems solving Maksim Naumov, Aleksandr Blagov 19-22 6. Operational forecasting of road traffic accidents via neural network analysis of Big Data Oleg Golovnin, Ekaterina Sidorova 23-26 7. Some approaches to improving the quality of artificial neural network training Yefim Rozenberg, Alexey Olshansky, Ignat Dovgerd, Gleb Dovgerd, Alexander Ignatenkov, Paul Ignatenkov 27-29 8. The methodology for assessing information security risks for robotic systems Alexander Basan, Elena Basan 30-35 9. Improvement of the algorithm of automated definition of rhyme Vladimir Barakhnin, Olga Kozhemyakina, Ilya Pastushkov, Irina Kuznetsova, Yulia Borzilova 36-41 10. Generative deep Gaussian process Vitaly Dementev 42-45 11. Analysis of hydraulic unit operation stability according to its vibration monitoring results Anastasiya Alekseeva, Irina Karpunina, Vladimir Klyachkin 46-49 12. The determining age of a person from an image using convolutional neural networks Alexandr Rud, Sergey Rud, Michael Isayev, Dmitry Savelyev 50-53 13. Forecasting the foreign exchange market using the modified G (ARCH) model Nikita Sviatov, Alexander Blagov 54-56 14. Analysis of scientists work directions based on natural language processing and clustering Vadim Zinnatullin, Sergey Koledin 57-61 15. Some problems for the processes with compensation of the change-point event Valentina Burmistrova, Alexander Butov, Boris Kostishko, Maksim Volkov 62-66 16. Simulation of a dust Impact time-of-flight dust particle sensor Igor Piyakov, Dmitry Rodin, Marina Rodina, Alexey Telegin 67-70 17. Comparative analysis of football statistics data clustering algorithms based on deep learning and Gaussian mixture model Nikita Andriyanov 71-74 18. Some applications of binary lunar arithmetic Van Vinh Dang, Nataliya Dodonova, Mikhail Dodonov, Svetlana Korabelshchikova 75-79 19. Analysis of monopolistic competition in consumer goods markets with credit sales Michael Geraskin, Olga Kuznetsova 80-84 VI International Conference on "Information Technology and Nanotechnology" (ITNT-2020) Data Science 20. Modified spectral clustering method for graphs decomposition Dinar Yakupov, Vladimir Mokshin 85-90 21. Modified genetic algorithm as a new approach for solving the problem of 3d packaging Vladimir Mokshin, Darya Maryashina, Nikita Stadnik, Alexander Zolotukhin, Leonid Sharnin 91-97 22. Analysis of open data of a social network in order to identify deviant communities Rostislav Mikherskii, Dmitry Kuznetsov 98-101 23. On the need to use the median signal filtering method to improve the metrological characteristics of the rubidium frequency standard during processing and transmitting large data arrays Anton Valov, Vasiliy Rud, Vadim Davydov, Nikita Lukashev 102-105 24. An extension of the class of Boolean functions used in symmetric cipher algorithms Svetlana Korabel’shchikova 106-109 25. The use of the memory function formalism in search for diagnostic criteria for pathological brain activity Sergey Demin, Oleg Panischev, Valentin Yunusov, Natalya Demina 110-114 26. Post-training quantization of neural network through correlation maximization Maria Pushkareva, Iakov Karandashev 115-120 27. Building a graph of a sequence of text units to create a sentence generation system Maksim Kaminskiy, Igor Rytsarev, Alexander Kupriyanov, Maximilian Khotilin 121-126 28. Image normalization for blurred image matching Yann Donon, Alexander Kupriyanov, Rustam Paringer 127-131 29. The effect of the imbalanced training dataset on the quality of classification of lithotypes via whole core photos Daria Makienko, Daria Ilya Seleznev, Ilia Safonov 132-136 30. Analysis of incentives influence on great social groups’ behavior in Stackelberg game Mikhail Geraskin 137-143 31. Creation of neural network models to solve the problems of forecasting the product geometrical accuracy Vadim Pechenin, Michael Bolotov, Nikolay Ruzanov, Ekaterina Pechenina 144-148 32. Transfer Learning for tuberculosis screening by single-channel ECG Valeriia Guryanova 149-154 33. The influence of image set size on the resulting super-resolution image Yegor Goshin, Daria Arkhipova, Anton Kotov, Daria Aksenova 155-158 34. Text data mining using conversation analysis Igor Rytsarev 159-161 35. Implementation of frequency analysis of Twitter microblogging in a hybrid cloud based on the Binder, Everest platform and the Samara University virtual desktop service Sergey Vostokin, Irina Bobyleva 162-165 36. Repository data-based algorithm for selection of product teams of IT specialists Alexey Zhelepov, Nadezhda Yarushkina 166-170 37. Development of tools for processing and analysis of observational data on the activity of laboratory animals Dmitriy Borisov, Aleksandr Blagov, Aleksey Inyushkin 171-174 38. The investigation of the using the cyclic generative-competitive neural networks for image stylization Dmitry Ulyanov, Dmitry Savelyev 175-178 39. Machine learning algorithms in the prediction of conflicts in clinical classification of genetic variants Kirill Musin, Andrey Gaidel 179-182 VI International Conference on "Information Technology and Nanotechnology" (ITNT-2020) ii Data Science 40. Approach to data-driven production management Anton Romanov, Aleksey Filippov, Nadezhda Yarushkina 183-188 41. The using of machine learning and neural networks in the processing of computer simulation results for medical diagnostics Maxim Polyakov, Alexander Khoperskov, Egor Borisovskii, Egor Emelyanov 189-192 42. Robust k-means method based on minimizing differentiable estimates of mean, insensitive to outliers Zaur Shibzukhov, Mukhamed Kazakov, Dmitriy Dimitrichenko 193-197 43. Approaches to sentiment analysis of the social network text data Vadim Moshkin, Nadezhda Yarushkina, Ilya Andreev 198-202 44. Searching for similar code sequences in executable files using siamese neural network Alexander Yumaganov 203-206 45. The method of generation barcode for DNA certification of plants and other organisms Olga Kiryanova, Ilya Kiryanov, Liana Akhmetzianova, Bulat Kuluev, Alexey Chemeris 207-210 46. An approach to the training dataset formation for assessing the sentiment degree of social network posts using machine learning Andrey Konstantinov 211-214 47. Fuzzy models for predicting the technical state of objects Yuliya Kuvayskova, Victor Krasheninnikov, Vladimir Klyachkin, Anastasia Alekseeva 215-218 48. Structural-parametric modeling in human healthy nutrition system Marina Nikitina 219-224 49. An integrated approach to mapping user profiles on social networks Vladimir Belov, Dmitriy Drozdov, Roman Shakurov, Vadim Moshkin, Ilya Andreev 225-228 50. Ontology-based classification model of text resources of an electronic archive Vadim Moshkin, Anton Zarubin, Albina Koval 229-233 51. Wireless channel noises and data protection Victor Tsvetov 234-237 52. Face detection accuracy study based on race and gender factor using Haar cascades Elizaveta Rudinskaya, Rustam Paringer 238-242 53. Data exchange platform for digital economy applications Oleg Surnin, Pavel Sitnikov, Anastasia Khorina, Anton Ivaschenko, Anastasia Stolbova, Nataly Ilyasova 243-247 54. Dimensionality reduction using GPU-accelerated gradient descent Alexey Borisov, Evgeny Myasnikov 248-250 55. Numerical solution of the dynamic incentive problem in discrete time taking into account the learning curve effect Oleg Pavlov 251-254 56. Algorithm for verifying the stability of signal separation for objects with varying characteristics Valery Zasov 255-259 57. Detecting heart disease symptoms using machine learning methods Diera Pirova, Borislav Zaberzhinsky, Andrey Mashkov 260-263 58. A data array generating algorithm for diagnosing a hydraulic system using machine learning methods based on a virtual model Albert Gareev, Asgat Gimadiev, Artem Nikonorov, Pavel Greshnyakov, Dmitry Stadnik 264-268 VI International Conference on "Information Technology and Nanotechnology" (ITNT-2020) iii Data Science 59. Ways to accept the properties existence constraints in fuzzy formal concept analysis Alexander Samoilov, Sergeу Smirnov 269-272 60. Algorithms for designing communication networks using greedy heuristics of various types Anrew Bulynin, Boris Melnikov, Vladimir Meshchanin, Julia Terentyeva 273-276 61. Monitoring and forecasting the operations of the transport complex of the enterprise Vitaliy Kuzmin, Dmitrii Elenev 277-279 62. Experience of creating a library for testing C# and C++ console applications Vladimir Krotkov, Alexandra Danilenko 280-283 63. Conformed estimates of histograms of oriented gradients Kirill Pugachev 284-286 64. Descriptive model of temporal features of multivariate time series based on granulation Tatiana Afanasieva, Irina Moshkina 287-292 65. A multiclass words classification by the recurrent neural network with memory (LSTM) as applicable to the named entity recognition problem Vladimir Vakurin, Andrey Kopylov, Oleg Seredin, Konstantin Mertsalov 293-298 66. Researching of methods for assessing the complexity of program code when generating input test data Konstantin Serdyukov, Tatyana Avdeenko 299-304 67. 3D human reconstruction using single 2D image Polina Katkova, Pavel Yakimov 305-308 68. Evaluating the relevance of the elements of distributed computing system infrastructure when solving tasks in managing an economic unit Dmitry Gorbachev 309-313 69. Research of the LDA algorithm processing results on high-level classes of patents Alla Kravets, Svyatoslav Biryukov, Denis Marinkin, Vladislav Gneushev, Dmitriy Skorikov 314-318 70. Application of a perceptron to solve the problem of analyzing the fluorescence spectrum of a DBMBF2 sensor in a mixture of aromatic hydrocarbons Ilya Katanov, Alexander Kupriyanov, Yuriy Kononevich, Dmitry Ionov 319-322 71. Optimal orthogonal bases in optical applications Vladimir Andreev, Anton Bourdine, Vladimir Burdin 323-327 72. Digital transformation of educational process planning at a university Alexander Nechitaylo, Olga Vasilchuk, Anna Gnutova 328-332 73. Nonlinear transformation of signs and the search for patterns in the data of patients with chronic lymphocytic leukemia Nikolay Ignatyev, Ekaterina Zguralskaya, Maria Markovtseva 333-336 74. Detection of traffic anomalies for a safety system of smart city Rifkat Minnikhanov, Igor Anikin, Alisa Makhmutova, Maria Dagaeva, Tikhon Bolshakov, Kamil Mingulov 337-342 75. Definition of basic violators for critically important objects using the information probability method and cluster analysis Vladimir Kostin, Aleksandr Borovsky 343-347 VI International Conference on "Information Technology and Nanotechnology" (ITNT-2020) iv