Vol-2415⫷ Vol-2416 ⫸Vol-2417
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

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
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