DS-ITNT 2018
Data Science. Information Technology and Nanotechnology 2018

Table of Contents

• Cover
  
  
• Preface
  
  
• 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