| Vol-2416 urn:nbn:de:0074-2416-1 Copyright © 2019 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

# DS-ITNT 2019
Information Technology and Nanotechnology: Data Science

### Proceedings of the Data Science Session at the V International Conference on Information Technology and Nanotechnology

### Samara, Russia, May 21-24, 2019.

Edited by

### Vladimir Fursov *
Yegor Goshin *
Denis Kudryashov *

* Samara National Research University, Samara, Russia

## Table of Contents

- Preface
- Contents

### Data Science

- Defuzzification of the initial context in Formal Concept Analysis 1-9
  Dmitry Samoilov, Valentina Semenova, Sergei Smirnov
- Forecasting using predictor selection from a large set of highly correlated variables 10-18
  Anastasiia Timofeeva, Yurii Mezentsev
- Analysis of stable functioning of objects using machine learning 19-25
  Vladimir Klyachkin, Dmitriy Zhukov, Ekaterina Zentsova
- Adaptive algorithm of conforming image matching 26-33
  Vladimir Fursov, Yegor Goshin, Kirill Pugachev
- The electrocardiogram signal morphology analysis based on convolutional neural network 34-42
  Mikhail Zavoyskih, Alexander Korobeynikov, Aleksey Menlitdinov, Vladislav Lyuminarskiy, Yurij Kuzelin
- Game-theoretic model of wide social groups' behavior with stimulation of volunteering activities 43-49
  Mikhail Geraskin
- Analysis of the credit turnover in the "Retailer-Bank-Insurer" system with variations in market factors 50-56
  Mikhail Geraskin, Olga Kuznetsova
- Performance comparison of machine learning methods in the bus arrival time prediction problem 57-62
  Anton Agafonov, Alexander Yumaganov
- The detection of conflicts in the requirements specification based on an ontological model and a production rule system 63-73
  Marina Murtazina, Tatiana Avdeenko
- Application of convolution neural networks in eye fundus image analysis 74-79
  Natalya Ilyasova, Aleksandr Shirokanev, Ilya Klimov
- Description and formation of the database perimeter for systematisation and storage of multi-structured data 80-86
  Alexandr Nechitaylo, Olga Vasilchuk, Anna Gnutova
- Neural network model in digital prediction of geometric parameters for relative position of the aircraft engine parts 87-94
  Michael Bolotov, Vadim Pechenin, Nikolay Ruzanov, Dmitrij Balyakin
- Optimization of urban freight transportation based on evolutionary modeling 95-103
  Elizaveta Gladchenko, Oleg Saprykin, Aleksey Tikhonov
- Local approximation of discrete processes by interpolation polynomials 104-110
  Aleksandr Kolpakov, Yuriy Kropotov
- Creating methods and algorithms of adaptive control in biotechnical complexes of corrective action on human respiratory system 111-118
  Natalia Ivakhno, Sergey Zikin
- Algebras of finitary relations 119-125
  Victor Tsvetov
- Distributed image processing based on the same IP-cores in FPGA-architecture 126-133
  Vjacheslav Zakharov, Sergey Shalagin, Bulat Eminov
- Blockchain technology in the pharmaceutical supply chain: researching a business model based on Hyperledger Fabric 134-140
  Semyon Bryatov, Aleksandr Borodinov
- The words separation in old Cyrillic texts with fuzzy search method 141-148
  Maksim Mokrousov
- Data-driven profiling of traffic flow with varying road conditions 149-157
  Oleg Golovnin
- Research on the use of artificial neural networks for the myocardial infarction diagnosis 158-164
  Pavel Katkov, Nikita Davydov, Alexander Khramov, Artem Nikonorov
- Detection of spam using email signatures 165-172
  Ekaterina Sharapova, Ruslan Sharapov
- Using genetic algorithm for generating optimal data sets to automatic testing the program code 173-182
  Konstantin Serdyukov, Tatyana Avdeenko
- Visual-inertial odometry algorithms on the base of thermal camera 183-188
  Andrei Alekseev, Yegor Goshin, Nikita Davydov, Nikolay Ivliev, Artem Nikonorov
- Trap method in ensuring data security 189-198
  Danila Shkirdov, Evgeny Sagatov, Pavel Dmitrenko
- Using the bag-of-tasks model with centralized storage for distributed sorting of large data array 199-203
  Sergey Vostokin, Irina Bobyleva
- An investigation of machine learning method based on fractal compression 204-208
  Evgeniy Minaev
- Dynamic game task of executors incentives in projects for the development of new production in continuous time 209-218
  Oleg Pavlov
- Text classification using convolutional neural network 219-226
  Liliia Sapozhnikova, Olga Gordeeva
- Research of parallel algorithms for solving three-diagonal systems of linear algebraic equations on a graphical computing device using various types of memory 227-232
  Xenia Pogorelskih, Liliya Loganova
- Security event data collection and analysis in large corporate networks 233-241
  Ekaterina Chernova, Petr Polezhaev, Alexander Shukhman, Yury Ushakov, Irina Bolodurina, Nadezhda Bakhareva
- A multiuser web-interface for solution of systems of nonlinear equations 242-251
  Aleksandra Danilenko, Ivan Zhdanov
- Hybridization of fuzzy time series and fuzzy ontologies in the diagnosis of complex technical systems 252-259
  Nadezhda Yarushkina, Vadim Moshkin, Ilya Andreev, Gelya Ishmuratova
- Comparison of the characteristics of the genetic algorithm and the method of coordinates search for optimization of temperature modes indoor areas 260-270
  Alexander Shuravin, Sergey Vologdin
- Increasing signal/acoustic interference ratio in telecommunications audio exchange by adaptive filtering methods 271-276
  Yuriy Kropotov, Aleksey Belov, Aleksander Proskuryakov
- The syllable intelligibility in the system of information transmission by speech signals depending on the intensity of acoustic noise 277-282
  Yuriy Kropotov, Aleksey Belov, Aleksandr Kolpakov, Aleksander Proskuryakov
- Analysis of the structure of the relationship between the descriptions of objects of classes and evaluation of their compactness 283-289
  Ekaterina Zguralskaya
- Using models of parallel specialized processors to solve the problem of signal separation 290-299
  Valery Zasov
- Orbital angular momentum acoustic modes demultiplexing by machine learning methods 300-307
  Dmitry Stankevich
- The implementation of "Kuznyechik" encryption algorithm using NVIDIA CUDA technology 308-313
  Alexey Borisov, Evgeniy Myasnikov
- Supporting the life cycle of complex technical systems on the basis of intelligent technologies and predictive analytics 314-323
  Viktor Blinov, Sagit Valeev, Natalya Kondratyeva, Rinat Karimov, Alexey Kovtunenko, Elena Kuzmina
- Distributed stream data processing system in multi-agent safety system of infrastructure objects 324-331
  Sagit Valeev, Natalya Kondratyeva, Alexey Kovtunenko, Marat Timirov, Rinat Karimov
- Expert system of food sensory evaluation for mobile and tablet 332-339
  Marina Nikitina, Yuri Ivashkin
- Convolutional neural network in the images colorization problem 340-353
  Mark Bulygin, Maya Gayanova, Alexey Vulfin, Anastasiya Kirillova, Ruslan Gayanov
- Using high-performance deep learning platform to accelerate object detection 354-360
  Sergei Stepanenko, Pavel Yakimov
- Selection of aggregated classifiers for the prediction of the state of technical objects 361-367
  Dmitriy Zhukov, Vladimir Klyachkin, Victor Krasheninnikov, Yulia Kuvayskova
- Methods for finding shortest paths on graphsin organizational and economic systems and their implementation 368-375
  Vladimir Ramzaev, Irina Khaimovich, Ilya Martynov
- Multimodel clustering of social networks in social dampening applying BIG DATA (acquiring knowledge from data) 376-386
  Irina Khaimovich, Vladimir Ramzaev, Vadim Chumak
- Modelling and forecasting of quasi-periodic processes in technical objects based on cylindrical image modelss 387-393
  Victor Krasheninnikov, Yulia Kuvayskova
- A combined method of similar code sequences search in executable files 394-400
  Alexander Yumaganov
- Using ontology merging for the integration of information systems and the production capacity planning system 401-408
  Nadezhda Yarushkina, Anton Romanov, Aleksey Filippov, Aleksandra Dolganovskaya, Maria Grigoricheva
- Industrial application of big data services in digital economy 409-416
  Oleg Surnin, Pavel Sitnikov, Anastasia Khorina, Anton Ivaschenko, Anastasia Stolbova, Natalya Ilyasova
- Investigation of optimal configurations of a convolutional neural network for the identification of objects in real-time 417-423
  Mikhail Isayev, Dmitry Savelyev
- Using the cluster "Sergey Korolev" for modelling computer networks 524-431
  Danil Polukarov, Alexandr Bogdan
- Big Data, Internet of Things, Augmented Reality: technology convergence in visualization issues 432-444
  Daria Smuseva, Alexey Rolich, Leonid Voskov, Ivan Malakhov
- Network traffic analyzing algorithms on the basis of machine learning methods 445-456
  Radmir Battalov, Andrey Nikonov, Maya Gayanova, Viktoriya Berkholts, Ruslan Gayanov
- SoC opportunities for boosting SDR GNSS performance 457-462
  Aleksei Kumarin, Ilya Kudryavtsev
- Data mining algorithms in the task of diagnosing the welded joints quality 463-476
  Ruslan Akhmedyanov, Klara Tagirova, Alexey Vulfin, Viktoriya Berkholts, Ruslan Gayanov
- Decision support system in the task of ensuring information security of automated process control systems 477-486
  Anastasia Kirillova, Vladimir Vasilyev, Andrey Nikonov, Viktoriya Berkholts
- Integrity control algorithms in the system for telemetry data collecting, storing and processings 487-503
  Viktoriya Berkholts, Arkadiy Frid, Murat Guzairov, Anastasia Kirillova
- Research and analysis of messages of users of social networks using BigData technology 504-509
  Igor Rytsarev, Alexander Kupriyanov, Dmitriy Kirsh, Rustam Paringer
- Forecast of water-cut at wells under design by machine learning methods 510-520
  Marat Enikeev, Marat Fazlytdinov, Leniza Enikeeva, Irek Gubaidullin
- Determining the proximity of groups in social networks based on text analysis using big data 521-526
  Andrey Mykhin, Igor Rytsarev, Rustam Paringer, Alexander Kupriyanov, Dmitriy Kirsh
- Development of the documents comparison module for an electronic document management system 527-533
  Maksim Mikheev, Pavel Yakimov
- Optimization of the process of 3D visualization of the model of urban environment objects generated on the basis of the attributive information from a digital map 534-541
  Mikhail Osipov, Oleg Chekodaev
- Methods for emotions, mood, gender and age recognition 542-548
  Denis Pribavkin, Pavel Yakimov
- High performance radar images modelling and recognition of real objects 549-552
  Denis Zherdev, Vladimir Prokudin
- Intrusion detection system on the basis of data mining algorithms in the industrial network 553-565
  Mikhail Gurin, Alexey Vulfin, Vladimir Vasilyev, Andrey Nikonov
- Restoration of images of social networks that have undergone processing, on the example of the social network Instagram 566-569
  Maximilian Khotilin, Natalia Kravtsova, Alexander Kupriyanov, Rustam Paringer

2019-07-25: submitted by Denis Kudryashov, metadata incl. bibliographic data published under Creative Commons CC0
2019-07-25: published on CEUR-WS.org |valid HTML5|