7. Some approaches to improving the quality of artificial neural network training Yefim Rozenberg, Alexey Olshansky, Ignat Dovgerd, Gleb Dovgerd, Alexander Ignatenkov, Paul Ignatenkov 8. The methodology for assessing information security risks for robotic systems Alexander Basan, Elena Basan 9. Improvement of the algorithm of automated definition of rhyme Vladimir Barakhnin, Olga Kozhemyakina, Ilya Pastushkov, Irina Kuznetsova, Yulia Borzilova 11. Analysis of hydraulic unit operation stability according to its vibration monitoring results Anastasiya Alekseeva, Irina Karpunina, Vladimir Klyachkin 13. Forecasting the foreign exchange market using the modified G (ARCH) model Nikita Sviatov, Alexander Blagov
10. Generative deep Gaussian process Vitaly Dementev 12. The determining age of a person from an image using convolutional neural networks Alexandr Rud, Sergey Rud, Michael Isayev, Dmitry Savelyev 14. Analysis of scientists work directions based on natural language processing and clustering Vadim Zinnatullin, Sergey Koledin 15. Some problems for the processes with compensation of the change-point event Valentina Burmistrova, Alexander Butov, Boris Kostishko, Maksim Volkov 16. Simulation of a dust Impact time-of-flight dust particle sensor Igor Piyakov, Dmitry Rodin, Marina Rodina, Alexey Telegin 17. Comparative analysis of football statistics data clustering algorithms based on deep learning and Gaussian mixture model Nikita Andriyanov 18. Some applications of binary lunar arithmetic Van Vinh Dang, Nataliya Dodonova, Mikhail Dodonov, Svetlana Korabelshchikova 19. Analysis of monopolistic competition in consumer goods markets with credit sales Michael Geraskin, Olga Kuznetsova 11-14 15-18 19-22 36-41 54-56 57-61 62-66 80-84 20. Modified spectral clustering method for graphs decomposition Dinar Yakupov, Vladimir Mokshin 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 22. Analysis of open data of a social network in order to identify deviant communities Rostislav Mikherskii, Dmitry Kuznetsov 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 24. An extension of the class of Boolean functions used in symmetric cipher algorithms Svetlana Korabel’shchikova 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 26. Post-training quantization of neural network through correlation maximization Maria Pushkareva, Iakov Karandashev 27. Building a graph of a sequence of text units to create a sentence generation system Maksim Kaminskiy, Igor Rytsarev, Alexander Kupriyanov, Maximilian Khotilin 28. Image normalization for blurred image matching Yann Donon, Alexander Kupriyanov, Rustam Paringer 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 30. Analysis of incentives influence on great social groups’ behavior in Stackelberg game Mikhail Geraskin 31. Creation of neural network models to solve the problems of forecasting the product geometrical accuracy Vadim Pechenin, Michael Bolotov, Nikolay Ruzanov, Ekaterina Pechenina 32. Transfer Learning for tuberculosis screening by single-channel ECG Valeriia Guryanova 33. The influence of image set size on the resulting super-resolution image Yegor Goshin, Daria Arkhipova, Anton Kotov, Daria Aksenova 34. Text data mining using conversation analysis Igor Rytsarev 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 36. Repository data-based algorithm for selection of product teams of IT specialists Alexey Zhelepov, Nadezhda Yarushkina 37. Development of tools for processing and analysis of observational data on the activity of laboratory animals Dmitriy Borisov, Aleksandr Blagov, Aleksey Inyushkin 38. The investigation of the using the cyclic generative-competitive neural networks for image stylization Dmitry Ulyanov, Dmitry Savelyev 39. Machine learning algorithms in the prediction of conflicts in clinical classification of genetic variants Kirill Musin, Andrey Gaidel 91-97 98-101 102-105 106-109 110-114 115-120 121-126 127-131 132-136 137-143 144-148 149-154 155-158 159-161 162-165 166-170 171-174 175-178 179-182 ii 40. Approach to data-driven production management Anton Romanov, Aleksey Filippov, Nadezhda Yarushkina 42. Robust k-means method based on minimizing differentiable estimates of mean, insensitive to outliers Zaur Shibzukhov, Mukhamed Kazakov, Dmitriy Dimitrichenko 43. Approaches to sentiment analysis of the social network text data Vadim Moshkin, Nadezhda Yarushkina, Ilya Andreev 44. Searching for similar code sequences in executable files using siamese neural network Alexander Yumaganov 45. The method of generation barcode for DNA certification of plants and other organisms Olga Kiryanova, Ilya Kiryanov, Liana Akhmetzianova, Bulat Kuluev, Alexey Chemeris 46. An approach to the training dataset formation for assessing the sentiment degree of social network posts using machine learning Andrey Konstantinov 47. Fuzzy models for predicting the technical state of objects Yuliya Kuvayskova, Victor Krasheninnikov, Vladimir Klyachkin, Anastasia Alekseeva 48. Structural-parametric modeling in human healthy nutrition system Marina Nikitina 49. An integrated approach to mapping user profiles on social networks Vladimir Belov, Dmitriy Drozdov, Roman Shakurov, Vadim Moshkin, Ilya Andreev 50. Ontology-based classification model of text resources of an electronic archive Vadim Moshkin, Anton Zarubin, Albina Koval 51. Wireless channel noises and data protection Victor Tsvetov 52. Face detection accuracy study based on race and gender factor using Haar cascades Elizaveta Rudinskaya, Rustam Paringer 53. Data exchange platform for digital economy applications Oleg Surnin, Pavel Sitnikov, Anastasia Khorina, Anton Ivaschenko, Anastasia Stolbova, Nataly Ilyasova 54. Dimensionality reduction using GPU-accelerated gradient descent Alexey Borisov, Evgeny Myasnikov 55. Numerical solution of the dynamic incentive problem in discrete time taking into account the learning curve effect Oleg Pavlov 56. Algorithm for verifying the stability of signal separation for objects with varying characteristics Valery Zasov 57. Detecting heart disease symptoms using machine learning methods Diera Pirova, Borislav Zaberzhinsky, Andrey Mashkov 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 189-192 193-197 198-202 203-206 207-210 211-214 215-218 219-224 225-228 229-233 234-237 238-242 243-247 248-250 251-254 255-259 260-263 264-268 iii 59. Ways to accept the properties existence constraints in fuzzy formal concept analysis Alexander Samoilov, Sergeу Smirnov 60. Algorithms for designing communication networks using greedy heuristics of various types Anrew Bulynin, Boris Melnikov, Vladimir Meshchanin, Julia Terentyeva 61. Monitoring and forecasting the operations of the transport complex of the enterprise Vitaliy Kuzmin, Dmitrii Elenev 62. Experience of creating a library for testing C# and C++ console applications Vladimir Krotkov, Alexandra Danilenko 63. Conformed estimates of histograms of oriented gradients Kirill Pugachev 64. Descriptive model of temporal features of multivariate time series based on granulation Tatiana Afanasieva, Irina Moshkina 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 66. Researching of methods for assessing the complexity of program code when generating input test data Konstantin Serdyukov, Tatyana Avdeenko 67. 3D human reconstruction using single 2D image Polina Katkova, Pavel Yakimov 68. Evaluating the relevance of the elements of distributed computing system infrastructure when solving tasks in managing an economic unit Dmitry Gorbachev 269-272 273-276 277-279 280-283 284-286 287-292 293-298 299-304 305-308 309-313 314-318 319-322 323-327 328-332 333-336 337-342 343-347