SibDATA 2021
The 2nd Siberian Scientific Workshop on Data Analysis Technologies with Applications 2021

Table of Contents

• SibDATA 2021 front matter
  
• Preface
  Summary: There were 25 papers submitted for peer-review to this workshop. Out of these, 20 papers were accepted for this volume, 0 as regular papers and 20 as short papers.

• Creating catalogues of clothes images using neural networks 1-9
  Anna V. Korobko, Aleksey A. Korobko, Aleksey V. Markovin
• Application of Association Rule Mining to Detect “Spike” Disruptions in Aluminum Production 10-16
  Anna V. Korobko, Anna M. Metus, Dmitry Ogurtsov, Tatiana Penkova, Iliya Puzanov, Andrey Zavadyak
• Analysis of Communication Channels for the Organization of Control and Interaction of UAVs from the Security Viewpoint 17-23
  Elena Basan, Olga Peskova, Maria Lapina
• Analysis of the Effectiveness of NoSQL Solutions for Big Data Processing 24-33
  Andrey Vlasov, Vadim Shakhnov, Pavel Repnikov
• Analysis of Data Formats of Visual Models of System Design in Conditions of Synchronous Design Technologies 34-43
  Andrey Vlasov, Vadim Shakhnov, Ludmila Juravleva
• Method of Data Mining on the State of Industries in Russian Regions with Regard to Social Factors 44-50
  Bary Ilyasov, Elena Makarova, Elena Zakieva, Elvira Gabdullina, Margarita Mansurova
• Data Mining for Estimating Living Standards in the Constituent Entities of the Russian Federation 51-56
  Bary Ilyasov, Elena Makarova, Elena Zakieva, Elvira Gabdullina, Timur Teregulov
• Implementation of Digital Twins for the Analysis of Test Programs of Technical Systems 57-63
  Olga Isaeva, Nikita Kulyasov, Sergey Isaev
• Analysis of GRACE Satellite Data in Terms of Geomonitoring of Strong Underwater Earthquakes 64-70
  Valentin Kashkin, Tatyana Rubleva, Konstantin Simonov
• Analysis of the Dynamics of Internet Threats for Corporate Network Web Services 71-78
  Dmitry Kononov, Sergey Isaev
• Application of Ensemble Algorithms to Detect Anode Effects in Aluminum Production 79-85
  Anton Mikhalev, Nina Lugovaya, Tatiana Penkova, Iliya Puzanov, Andrey Zavadyak
• Using Tools of Intellectual Analysis In Area Safety Management 86-92
  Evgeniy Materov, Valery Nicheporchuk
• Comparison of search efficiency in symbol sequences with mismatches between alignment and Shaidurov’s method 93-97
  Anna Molyavko, Evgenia Karepova, Mikhail Sadovsky, Igor Borovikov, Olga Mutovina
• Conception of Life Quality Estimation of the Municipal Territories in the Context of National Project Implementation 98-103
  Ludmila Nozhenkova, Tatiana Penkova, Roman Morozov, Alexandr Nozhenkov
• Comparative Analysis of the Tsarev Combined Algorithm - Abstract 104-106
  Mikhail Sadovsky, Dmitry Dokuchaev
• Application of convolution neural networks of the DeepLabv3 architecture for preprocessing of magnetic resonance imaging for the differential diagnosis of Parkinson’s disease and essential tremors 107-114
  Vladislav Abramov, Anna Alekhina, Mikhail Dorrer, Maria Tunik, Xenia Tutsenko, Alina Khoroshavina, Michael Sadovsky
• Spatial Structure of Chloroplast Genes of Photosynthetic Systems I And II 115-120
  Maria Yu. Senashova
• Unusual Distribution Structure of the Cyanobacteria Photosystem Genes in the Frequency Space of Triplets 121-125
  Maria Yu. Senashova
• Population Initialization Methods for the Swallow Swarm Algorithm in Solving the Problem of Fuzzy Classifier Parameter Optimization 126-132
  Artem Slezkin, Ilya Hodashinsky
• Fake Face Image Detection Using Deep Learning-Based Local and Global Matching 133-138
  Margarita Favorskaya, Anton Yakimchuk