Vol-2212
urn:nbn:de:0074-2212-0

Copyright © 2018 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 2018
Data Science. Information Technology and Nanotechnology 2018

Proceedings of the International Conference Information Technology and Nanotechnology. Session Data Science

Samara, Russia, 24-27 April, 2018.

Edited by

Vladimir Fursov *
Michael Sobolewski **
Egor Goshin *
Denis Kudryashov *

* Samara National Research University, Samara, Russia
** Polish-Japanese Institute of Information Technology, Poland

Table of Contents

Data Science

Fuzzy model for support investment decisions under risk 1-9
Ekaterina Orlova
Minimisation of robust estimates of the sums of parametrised functions 10-16
Zaur Shibzukhov, Mukhamed Kazakov, Dmitriy Dimitrichenko
Algorithm for detecting the latent mastitis state of animals in a dairy farms on the based of data fusion from different types sensors 17-23
Lev Antonov, Alexey Orlov, Alexander Astafiev
Optimization of conditions of a heterogeneous catalytic reaction 24-30
Sergey Koledin, Kamila Koledina, Irek Gubaydullin
Myocardial infarction detection using wavelet analysis of ECG signal 31-37
Nikita Davydov, Alexander Khramov
Development of data model for the functioning of production active elements based on information interaction 38-45
Irina Khaimovich, Vladimir Ramzaev
Data modelling to analyze how the cities in the Volga region correspondent to the digital state format 46-55
Irina Khaimovich, Vladimir Ramzaev, Vadim Chumak
Block algorithm for the joint difference solution of the d’Alembert and Maxwell’s equations 56-62
Liudmila Yablokova, Dimitriy Golovashkin
An approach to analysis of the similarity of DNA-Sequences 63-72
Boris Melnikov, Elena Melnikova, Svetlana Pivneva, Mariya Trenina
The ensemble of algorithms for coronary heart disease detection based on electrocardiogram 73-83
Valeriia Guryanova
On an approach to assessing the inter-channel phase synchronization of electroencephalogram signals 84-88
Yury Obukhov, Renata Tolmacheva, Alexandr Polupanov, Ludmila Zhavoronkova
Machine learning in a multi-agent system for distributed computing management 89-97
Igor Bychkov, Alexander Feoktistov, Ivan Sidorov, Alexei Edelev, Sergey Gorsky, Roman Kostromin
The development of a virtual laboratory based on Unreal Engine 4 98-104
Dmitry Sheverev, Irina Kozlova
Simulation modelling of the transmission system of the telemetric information on the status of the on-board aircraft status 105-111
Murat Guzairov, Arkadii Frid, Alexey Vulfin, Viktoriya Berkholts
Cloud technologies in the problems of mathematical analysis of cardiological information 112-118
Ekaterina Zimina, Maxim Novopashin, Alexander Shmid
Application of time series analysis for structural and parametric identification of fuzzy cognitive models 119-125
Ruslan Isaev, Aleksandr Podvesovskii
The application of Kohonen Self-Organizing Maps for the classification of the electronic components and reliability improvement of onboard equipment 126-131
Roman Mishanov
Development of traffic signs recognition webservice based on convolutional neural networks 132-138
Kirill Pronchuk, Pavel Yakimov
Information-analytical system of chemical technology processes modeling by the use of parallel calculations 139-145
Ilnur Akhmetov, Irek Gubaydullin
Implementation of the finite-difference method for solving Maxwell`s equations in MATLAB language on a GPU 146-151
Nikita Morunov
Numerical simulation of the ion focusing process in a dust impact time of flight mass spectrometer 152-157
Igor Piyakov, Dmitry Rodin, Marina Rodina, Alexey Telegin
Simulation of the control system of the electrodynamic accelerator of dust particles 158-164
Alexey Piyakov, Dmitry Rodin, Marina Rodina, Alexey Telegin, Sergey Kondratev
A research of classification algorithm of spatial information on the basis of methods of persistent homology and random forest 165-171
Sergey Eremeev, Kirill Kuptsov, Yuri Kovalev
Analysis of the personal information from social networks to solve the problems of criminology 172-178
Evgenia Gambarova, Vladislav Bakaev, Nina Olinder, Aleksandr Blagov, Maksim Naumov
The approach to the construction of question-answer systems based on the syntagmatic analysis of the text 179-185
Anton Zarubin, Albina Koval, Aleksey Filippov, Vadim Moshkin
Machine learning in the problem of recognition of pitting corrosion on aluminum surfaces 186-192
Marat Enikeev, Leniza Enikeeva, Marina Maleeva, Irek Gubaydullin
Development and implementation of social network data collection services to improve the human environment 193-198
Igor Rytsarev, Alexander Blagov, Maximilian Khotilin
Reconstruction of the phonetic composition the recognized word using lexical ontology 199-205
Vadim Moshkin, Andrey Armer, Natalia Krasheninnikova
Methods of RFID data processing in intelligent systems for the identification and movement control of industrial products 206-213
Alexandr Astafiev, Alexey Orlov, Dmitry Popov, Maxim Pshenichkin
Development of an algorithm for forecasting and preventing emergency situations in industrial traffic control systems based on data analysis of multi-code labels 214-221
Alexandr Astafiev, Alexey Orlov, Timofey Shardin
Method monitoring of movement in the task of indoor navigation 222-227
Mikhail Osipov, Vladislav Andreev>
Distributed infrastructure for big data processing in the transaction monitoring systems 228-235
Maria Sapozhnikova, Maya Gayanova, Alexey Vulfin, Andrey Nikonov, Artem Chuykov
Neuro-Fuzzy Model for Arrhythmia Diagnostic System 236-247
Andrey Nikonov, Alexey Vulfin, Maya Gayanova, Maria Sapozhnikova
Integration issues of big data analysis on social networks 248-254
Anton Ivaschenko, Natalya Ilyasova, Anastasia Khorina, Vladislav Isayko, Daniil Krupin, Viktor Bolotsky, Pavel Sitnikov
Storage subsystem for intelligent oil wells control system 255-261
Klara Tagirova, Anvar Ramazanov, Alexey Vulfin, Andrey Nikonov
Application of the principal component analysis to detect semantic differences during the content analysis of social networks 262-269
Igor Rytsarev, Dmitri Kozlov, Natalia Kravtsova, Alexander Kupriyanov, Konstantin Liseckiy, Sergey Liseckiy, Rustam Paringer, Natalya Samykina
The problem of fuzzy duplicate detection of large texts 270-277
Ekaterina Sharapova, Ruslan Sharapov
Applying process mining techniques and neural networks to creating and assessment of business process models 278-286
Katalina Grigorova, Kaloyan Mironov, Elena Malysheva
The ontology-driven approach to support the requirements engineering process in Scrum framework 287-295
Marina Murtazina, Tatiana Avdeenko
The research of fuzzy decision trees building based on entropy and the theory of fuzzy sets 296-303
Samal Begenova, Tatiana Avdeenko
Dual ordered structures of binary relations 304-311
Victor Tsvetov
Geometric and game approaches for some discrete optimization problems 312-321
Boris Melnikov, Elena Melnikova, Svetlana Pivneva, Vladislav Dudnikov, Evgenia Davydova
The using of fractal measures for network state monitoring and probabilistic network attack type determination 322-327
Olga Gubareva, Oleg Osipov, Andrey Pocheptsov, Vladimir Pugin
Development of a knowledge base based on context analysis of external information resources 328-337
Nadezhda Yarushkina, Aleksey Filippov, Vadim Moshkin
Linear codes invariant with respect to generalized shift operators 338-348
Valeriy Labunets, Ekaterina Osthaimer
Combined use of correlation measures for selecting semantically close concepts of the ontology 349-358
Anastasiia Timofeeva, Tatiana Avdeenko, Ekaterina Makarova, Marina Murtazina
Algorithms of automation of 3D modeling of urban environment objects using attributive information from a digital map 359-365
Mikhail Osipov, Oleg Chekodaev
On improving the quality of VoIP connections 366-371
Alexander Bukatov, Danil Polukarov, Nicolay Zaitsev, Andrei Sukhov
Is there an optimum in ad-hoc networks? 372-376
Danil Polukarov, Pavel Chursin
Improvement of resource efficiency of the catalytic isomerization process by mathematical modeling 377-383
Azamat Faskhutdinov, Ilnur Akhmetov, Alena Musina, Irek Gubaydullin
Methods of signal processing and construction of diagnostic matrixes onset by sleep apnea treatment equipment 384-391
Natalya Ivakhno, Sergey Zikin, Sergey Antsibor
Using component-wise functions in cryptographical transformation algorithm from Russian National Standard GOST R 34.12-2015 392-398
Igor Vasilishin, Svetlana Korabelchshikova
Automated sound generation based on image colour spectrum with using the recurrent neural network 399-408
Nikita Nikitin, Vladimir Rozaliev, Yulia Orlova, Aleksey Alekseev
Analysis of dependence of the 2FSI subsystem parameters on the labyrinth seal diameter of the centrifugal compressor in the gas pumping unit 409-414
Liliia Butymova, Vladimir Modorskii
The creation of scalable tools for solving big data analysis problems based on the MongoDB database 415-423
Olga Vasilchuk, Aleksandr Nechitaylo, Dmitrii Savenkov, Kseniia Vasilchuk
Method of application of the genetic algorithm for automatic generation of test data 424-430
Konstantin Serdyukov, Tatiana Avdeenko
Analysis of the influence of citizens’ altruism on the effectiveness of the socially-optimal actions stimulation system 431-439
Mikhail Geras’kin
Personal data segmentation based on conjugation index usage 440-442
Pavel Hripunov, Denis Zherdev
A fractal statistical fraud detection analysis in databases 443-445
Pavel Hripunov

2018-09-24: submitted by Denis Kudryashov, metadata incl. bibliographic data published under Creative Commons CC0
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