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<span class="CEURVOLNR">Vol-3347</span> <br>
<span class="CEURURN">urn:nbn:de:0074-3347-4</span>
<p class="unobtrusive copyright" style="text-align: justify">Copyright © 2022 for 
the individual papers by the papers' authors. 
Copyright © <span class="CEURPUBYEAR">2022</span> for the volume
as a collection by its editors.
This volume and its papers are published under the
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<h1><a href="http://iti.fit.univ.kiev.ua/en/home-2/"><span class="CEURVOLACRONYM">IT&I-2022</span></a><br>
<span class="CEURVOLTITLE">Information Technology and Implementation 2022</span></h1>
<br>

<h3>
<span class="CEURFULLTITLE">Selected Papers of the IX International Scientific Conference "Information Technology and Implementation" (IT&I-2022). Conference Proceedings</span><br>
<!-- co-located with <span class="CEURCOLOCATED">NONE</span> -->
<span class="CEURLOCTIME">Kyiv, Ukraine, November 30 - December 02, 2022</span>.</h3> 
<br>
<b> Edited by </b>

<hr>

<h3>
 <span class="CEURVOLEDITOR">Anatoly Anisimov</span> *<br>
    <span class="CEURVOLEDITOR">Vitaliy Snytyuk</span> *<br>
	<span class="CEURVOLEDITOR">Aldrich Chris</span> **<br>
	 <span class="CEURVOLEDITOR">Andreas Pester</span> ***<br>
	 <span class="CEURVOLEDITOR">Frederic Mallet</span> ****<br>
	 <span class="CEURVOLEDITOR">Hiroshi Tanaka</span> *****<br>
	 <span class="CEURVOLEDITOR">Iurii Krak</span> *<br>
	 <span class="CEURVOLEDITOR">Karsten Henke</span> ******<br>
	 <span class="CEURVOLEDITOR">Oleg Chertov</span> *******<br>
	 <span class="CEURVOLEDITOR">Oleksandr Marchenko</span> *<br>
	 <span class="CEURVOLEDITOR">Sándor Bozóki</span> ********<br>
	 <span class="CEURVOLEDITOR">Vitaliy Tsyganok</span> *********<br>
	 <span class="CEURVOLEDITOR">Vladimir Vovk</span> **********<br>
	
   
</h3>

* <a href="https://www.univ.kiev.ua/en/">Taras Shevchenko National University of Kyiv</a>, Ukraine<br>
** <a href="https://www.curtin.edu.au/about/learning-teaching/science-engineering/wa-school-of-mines/">Western Australian School of Mines</a>, Australia<br>
*** <a href="https://www.fh-kufstein.ac.at/eng/Go-technical">Fachhochschule Kärnten, Austria</a>, Austria<br>
**** <a href="https://univ-cotedazur.eu/">Université Côte d’Azur</a>, France<br>
***** <a href="https://www.tmd.ac.jp/english/">Tokyo Medical and Dental University</a>, Japan<br>
****** <a href="https://www.tu-ilmenau.de/">Technische Universität Ilmenau</a>, Germany<br>
******* <a href="https://kpi.ua/en">National Technical University of Ukraine «Igor Sikorsky Kyiv Polytechnic Institute»</a>, Ukraine<br>
******** <a href="https://www.sztaki.hu/en">Computer and Automation Research Institute Hungarian Academy of Sciences, Hungary</a>, Hungary<br>
********* <a href="http://ipri.kiev.ua">Institute for Information Recording of the National Academy of Sciences of Ukraine</a>, Ukraine<br>
********** <a href="https://www.royalholloway.ac.uk/">Royal Holloway, University of London</a>, United Kingdom<br>
  <br>
<hr>




<br><br><br>

<div class="CEURTOC">
<h2>Table of Contents</h2>

<ul>
<li id="Preface">
<a href="Preface.pdf">Preface</a><br>
Summary: There were <span class="CEURSUBMITTEDPAPERS">57</span>  papers submitted for peer-review to this conference. Out of these, 
<span class="CEURACCEPTEDPAPERS">34</span> papers were accepted for this volume, 
<span class="CEURACCEPTEDREGULARPAPERS">25</span> as regular papers and
<span class="CEURACCEPTEDSHORTPAPERS">9</span> as short papers.
</li>
</ul>
<br>



<h3><span class="CEURSESSION">Section 1: Artificial Intelligence Technologies</span></h3>
<ul>


<li id="Paper_1"><a href="Paper_1.pdf">
<span class="CEURTITLE">Enhancement of Information Technology for Person Identification Based on Image Quality Features</span></a>
<span class="CEURPAGES">1-10</span> <br>
<span class="CEURAUTHOR">Oleksii Bychkov</span>,
<span class="CEURAUTHOR">Oleksii Ivanchenko</span>,
<span class="CEURAUTHOR">Kateryna Merkulova</span>,
<span class="CEURAUTHOR">Yelyzaveta Zhabska</span>
</li>
<li id="Paper_2"><a href="Paper_2.pdf">
<span class="CEURTITLE">Modified Neural Network Method for Trend Analysis of Helicopter Turboshaft Engine Parameters at Flight Modes</span></a>
<span class="CEURPAGES">11-29</span> <br>
<span class="CEURAUTHOR">Serhii Vladov</span>,
<span class="CEURAUTHOR">Yurii Shmelov</span>,
<span class="CEURAUTHOR">Ruslan Yakovliev</span>,
<span class="CEURAUTHOR">Olha Ivanovska</span>
</li>

<li id="Paper_3"><a href="Paper_3.pdf">
<span class="CEURTITLE">Method of Dynamic Stock Buffer Management Based on a Connectionist Expert System</span></a>
<span class="CEURPAGES">30-41</span> <br>
<span class="CEURAUTHOR">Eugene Fedorov</span>, 
<span class="CEURAUTHOR">Olga Nechyporenko</span>
</li>
<li id="Paper_4"><a href="Paper_4.pdf">
<span class="CEURTITLE">Decision Support System for the Safety of Ship Navigation Based on Optical Color Logic Gates</span></a>
<span class="CEURPAGES">42-52</span> <br>
<span class="CEURAUTHOR">Victor Timchenko</span>,
<span class="CEURAUTHOR">Yury Kondratenko</span>,
<span class="CEURAUTHOR">Vladik Kreinovich</span>
</li>

<li id="Paper_5"><a href="Paper_5.pdf">
<span class="CEURTITLE">Development of an Automatic System for Monitoring the Integrity of Power Cables Using Quasi-Distributed Fiber-Optic Sensors</span></a>
<span class="CEURPAGES">53-68</span> <br>
<span class="CEURAUTHOR">Ali Mekhtiyev</span>,
<span class="CEURAUTHOR">Aliya Alkina</span>,
<span class="CEURAUTHOR">Assiya Sarinova</span>,
<span class="CEURAUTHOR">Ilyas Kazambayev</span>,
<span class="CEURAUTHOR">Lalita Kirichenko</span>
</li>

<li id="Paper_6.pdf"><a href="Paper_6.pdf">
<span class="CEURTITLE">Anomalies Analysis and Detection Using Computer Vision for Finding Defects in Plant Leaves Images</span></a>
<span class="CEURPAGES">69-79</span> <br>
<span class="CEURAUTHOR">Bohdan Koval</span>,
<span class="CEURAUTHOR">Iulia Khlevna</span>
</li>

<li id="Paper_7"><a href="Paper_7.pdf">
<span class="CEURTITLE">Investigation of Artificial Intelligence Methods in the Short-Term and Middle-Term Forecasting in Financial Sphere</span></a>
<span class="CEURPAGES">80-89</span> <br>
<span class="CEURAUTHOR">Yuriy Zaychenko</span>,
<span class="CEURAUTHOR">Helen Zaichenko</span>,
<span class="CEURAUTHOR">Oleksii Kuzmenko</span>
</li>
<li id="Paper_8"><a href="Paper_8.pdf">
<span class="CEURTITLE">Recognition and Classification Apple Fruits Based on a Convolutional Neural Network Model</span></a>
<span class="CEURPAGES">90-101</span> <br>
<span class="CEURAUTHOR">Alexey Kutyrev</span>,
<span class="CEURAUTHOR">Nikolay Kiktev</span>,
<span class="CEURAUTHOR">Oleksii Kalivoshko</span>,
<span class="CEURAUTHOR">Ruslan Rakhmedov</span>
</li>
<li id="Paper_9"><a href="Paper_9.pdf">
<span class="CEURTITLE">Survey on Plagiarism Challenges</span></a>
<span class="CEURPAGES">102-111</span> <br>
<span class="CEURAUTHOR">Volodymyr Taranukha</span> 
</li>
</ul>


<h3><span class="CEURSESSION">Section 2: Data Analytics & E-commerce, E-government and E-learning Technologies</span></h3>
<ul>


<li id="Paper_10.pdf"><a href="Paper_10.pdf">
<span class="CEURTITLE">Optimization of Marketing Decisions Based on Machine Learning: Case for Telecommunications</span></a>
<span class="CEURPAGES">112-124</span> <br>
<span class="CEURAUTHOR">Galyna Chornous</span>,
<span class="CEURAUTHOR">Yana Fareniuk</span>
</li>


<li id="Paper_11.pdf"><a href="Paper_11.pdf">
<span class="CEURTITLE">Business Reputation Strategy of Enterprise in Social Media: Molokiya's Case</span></a>
<span class="CEURPAGES">125-136</span> <br>
<span class="CEURAUTHOR">Oksana Shymanska</span>,
<span class="CEURAUTHOR">Oleksandr Dluhopolskyi</span>,
<span class="CEURAUTHOR">Alina Zhukovska</span>,
<span class="CEURAUTHOR">Nataliia Bolkvadze</span>,
<span class="CEURAUTHOR">Anzhela Lohush</span>,
</li>
<li id="Paper_12.pdf"><a href="Paper_12.pdf">
<span class="CEURTITLE">E-learning Research within New European Paradigm</span></a>
<span class="CEURPAGES">137-147</span> <br>
<span class="CEURAUTHOR">Tetyana Sergeyeva</span>,
<span class="CEURAUTHOR">Sergiy Bronin</span>,
<span class="CEURAUTHOR">Tadej Glazar</span>,
<span class="CEURAUTHOR">Jim Njoo</span>
</li>



<li id="Paper_13.pdf"><a href="Paper_13.pdf">
<span class="CEURTITLE">C2C Application as an Example of Eshop for Handmade: Tools, Security Issues, Basic Technologies</span></a>
<span class="CEURPAGES">148-158</span> <br>
<span class="CEURAUTHOR">Valentyna Pleskach</span>,
<span class="CEURAUTHOR">Viacheslav Zosimov</span>,
<span class="CEURAUTHOR">Oleksandra Bulgakova</span>,
<span class="CEURAUTHOR">Mariia Pleskach</span>,
<span class="CEURAUTHOR">Eva Volnyanska</span>
</li>



</ul>

<h3><span class="CEURSESSION">Section 3: Mathematical Foundations of Information Technology</span></h3>
<ul>


<li id="Paper_14.pdf"><a href="Paper_14.pdf">
<span class="CEURTITLE">Trend Detection in Short Time Series Using Discrete Wavelet Transform</span></a>
<span class="CEURPAGES">159-168</span> <br>
<span class="CEURAUTHOR">Lyudmyla Kirichenko</span>,
<span class="CEURAUTHOR">Tamara Radivilova</span>,
<span class="CEURAUTHOR">Oksana Pichugina</span>,
<span class="CEURAUTHOR">Larysa Chala</span>,
<span class="CEURAUTHOR">Danyil Khandak</span>
</li>
<li id="Paper_15.pdf"><a href="Paper_15.pdf">
<span class="CEURTITLE">Mathematical Support of the Task of Determining the Strategic Directions of Development and Priorities of the Organization</span></a>
<span class="CEURPAGES">169-184</span> <br>
<span class="CEURAUTHOR">Hryhorii Hnatiienko</span>,
<span class="CEURAUTHOR">Vitaliy Snytyuk</span>,
<span class="CEURAUTHOR">Nataliia Tmienova</span>,
<span class="CEURAUTHOR">Dmytro Zatonatskiy</span>,
<span class="CEURAUTHOR">Oksana Zhylinska</span>
</li>
<li id="Paper_16.pdf"><a href="Paper_16.pdf">
<span class="CEURTITLE">Some Ways of Counteracting Possible Manipulations Within the AHP on The Base of Weighted Linear Equations</span></a>
<span class="CEURPAGES">185-194</span> <br>
<span class="CEURAUTHOR">Oleksiy Oletsky</span>,
<span class="CEURAUTHOR">Dmytro Dosyn</span>
</li>
<li id="Paper_17.pdf"><a href="Paper_17.pdf">
<span class="CEURTITLE">Fuzzy Conceptual Knowledge Extraction and Retrieval Within Fuzzy Classes Decomposition</span></a>
<span class="CEURPAGES">195-211</span> <br>
<span class="CEURAUTHOR">Dmytro O. Terletsky</span>,
<span class="CEURAUTHOR">Sergey V. Yershov</span>
</li>
</ul>

<h3><span class="CEURSESSION">Section 4: Cyberspace Protection Technologies</span></h3>
<ul>
<li id="Paper_18"><a href="Paper_18.pdf">
<span class="CEURTITLE">Data Processing Centre's Cyberattack Protection Directions on the Base of Neural Network Algorithms</span></a>
<span class="CEURPAGES">212-221</span> <br>
<span class="CEURAUTHOR">Yanina Shestak</span>,
<span class="CEURAUTHOR">Serhii Toliupa</span>,
<span class="CEURAUTHOR">Anatolii Shevchenko</span>,
<span class="CEURAUTHOR">Anna Torchylo</span>,
<span class="CEURAUTHOR">Ogbu James Onyigwang</span>

</li>

<li id="Paper_19.pdf"><a href="Paper_19.pdf">
<span class="CEURTITLE">Parallelization of the VAR Algorithm Family to Increase the Efficiency of Forecasting Market Indicators During Social Disaster</span></a>
<span class="CEURPAGES">222-233</span> <br>
<span class="CEURAUTHOR">Artem Khovrat</span>,
<span class="CEURAUTHOR">Volodymyr Kobziev</span>,
<span class="CEURAUTHOR">Alexei Nazarov</span>,
<span class="CEURAUTHOR">Sergiy Yakovlev</span>
</li>

<li id="Paper_20.pdf"><a href="Paper_20.pdf">
<span class="CEURTITLE">Method for Calculating the Criticality Level of Sectoral Information and Telecommunication Systems</span></a>
<span class="CEURPAGES">234-245</span> <br>
<span class="CEURAUTHOR">Sergiy Gnatyuk</span>,
<span class="CEURAUTHOR">Viktoriia Sydorenko</span>,
<span class="CEURAUTHOR">Oleksii Yudin</span>,
<span class="CEURAUTHOR">Oksana Zhyharevych</span>,
<span class="CEURAUTHOR">Artem Polozhentsev</span>
</li>


</ul>

<h3><span class="CEURSESSION">Section 5: Network and Internet Technologies</span></h3>
<ul>


<li id="Paper_21.pdf"><a href="Paper_21.pdf">
<span class="CEURTITLE">Training set AERIAL SURVEY for Data Recognition Systems From Aerial Surveillance Cameras</span></a>
<span class="CEURPAGES">246-255</span> <br>
<span class="CEURAUTHOR">Valery Zivakin</span>,
<span class="CEURAUTHOR">Oleksandr  Kozachuk</span>,
<span class="CEURAUTHOR">Pylyp Prystavka</span>,
<span class="CEURAUTHOR">Olha Cholyshkina</span>
</li>

<li id="Paper_22.pdf"><a href="Paper_22.pdf">
<span class="CEURTITLE">Towards the Enterprise Architecture Web Mining Approach and Software Tool</span></a>
<span class="CEURPAGES">256-268</span> <br>
<span class="CEURAUTHOR">Andrii Kopp</span>,
<span class="CEURAUTHOR">Dmytro Orlovskyi</span>
</li>
<li id="Paper_23.pdf"><a href="Paper_23.pdf">
<span class="CEURTITLE">A Model of the Application of IoT Devices Based on RFID to Ensure the Safety of the Military and Civilian Population under War Conditions</span></a>
<span class="CEURPAGES">269-278</span> <br>
<span class="CEURAUTHOR">Myroslava Gladka</span>,
<span class="CEURAUTHOR">Alexander Kuchansky</span>,
<span class="CEURAUTHOR">Mykola Kostikov</span>,
<span class="CEURAUTHOR">Rostyslav Lisnevskyi</span>
</li>
<li id="Paper_24.pdf"><a href="Paper_24.pdf">
<span class="CEURTITLE">Information Modeling through GIS for Visualizing Air Alarms</span></a>
<span class="CEURPAGES">279-289</span> <br>
<span class="CEURAUTHOR">Olga Leshchenko</span>,
<span class="CEURAUTHOR">Yuri Kravchenko</span>,
<span class="CEURAUTHOR">Nazar Yaroshchuk</span>,
<span class="CEURAUTHOR">Pavlo Krasnopyorov</span>
</li>

<li id="Paper_25.pdf"><a href="Paper_25.pdf">
<span class="CEURTITLE">Overview of Intelligent Systems for Monitoring the Integrity of Technical Objects Based on Distributed Fiber-optic Sensors</span></a>
<span class="CEURPAGES">290-306</span> <br>
<span class="CEURAUTHOR">Ali Mekhtiev</span>,
<span class="CEURAUTHOR">Aliya Alkina</span>,
<span class="CEURAUTHOR">Alexandr Neftissov</span>,
<span class="CEURAUTHOR">Ilyas Kazambayev</span>,
<span class="CEURAUTHOR">Lalita Kirichenko</span>
</li>
</ul>
<h3><span class="CEURSESSION">Short Papers</span></h3>
<ul>
<li id="Short_1"><a href="Short_1.pdf">
<span class="CEURTITLE">Building an Optimal Investment Portfolio with Python Machine Learning Tools</span></a>
<span class="CEURPAGES">307-315</span> <br>
<span class="CEURAUTHOR">Vitaliy Kobets</span>,
<span class="CEURAUTHOR">Serhii Savchenko</span>
</li>
<li id="Short_2"><a href="Short_2.pdf">
<span class="CEURTITLE">Pre-pathological Diagnostic Criteria for Professional Burnout in Healthcare Workers</span></a>
<span class="CEURPAGES">316-324</span> <br>
<span class="CEURAUTHOR">Igor Zavgorodnii</span>,
<span class="CEURAUTHOR">Iryna Perova</span>,
<span class="CEURAUTHOR">Olena Litovchenko</span>,
<span class="CEURAUTHOR">Tetiana Bahlaienko</span>
</li>

 <li id="Short_3.pdf"><a href="Short_3.pdf">
<span class="CEURTITLE">Modeling the Optimal Grocery Store Trading Area using Machine Learning Methods</span></a>
<span class="CEURPAGES">325-333</span> <br>
<span class="CEURAUTHOR">Olena Liashenko</span>,
<span class="CEURAUTHOR">Bohdan Yakymchuk</span>
</li>

<li id="Short_4.pdf"><a href="Short_4.pdf">
<span class="CEURTITLE">A Study on Station-Based Carsharing Service’s Price Prediction Methods</span></a>
<span class="CEURPAGES">334-340</span> <br>
<span class="CEURAUTHOR">Beibut Amirgaliyev</span>,
<span class="CEURAUTHOR">Dana Rakym</span>,
<span class="CEURAUTHOR">Shynar Bolatova</span>,

</li>


<li id="Short_5.pdf"><a href="Short_5.pdf">
<span class="CEURTITLE">An Effective Approach to Image Embeddings for E-Commerce</span></a>
<span class="CEURPAGES">341-349</span> <br>
<span class="CEURAUTHOR">Volodymyr Kubytskyi</span>,
<span class="CEURAUTHOR">Taras Panchenko</span>
</li>


<li id="Short_6"><a href="Short_6.pdf">
<span class="CEURTITLE">Nonparametric Change Point Detection in Time Series Using Dempster–Hill procedure</span></a>
<span class="CEURPAGES">350-357</span> <br>
<span class="CEURAUTHOR">Dmitriy Klyushin</span>,
<span class="CEURAUTHOR">Irina Martynenko</span>
</li>


<li id="Short_7.pdf"><a href="Short_7.pdf">
<span class="CEURTITLE">Management of Security Risks of Information Resources in Information and Telecommunication Systems Using Expert
Procedures</span></a>
<span class="CEURPAGES">358-366</span> <br>
<span class="CEURAUTHOR">Petro Snitsarenko</span>,
<span class="CEURAUTHOR">Yuri Sarychev</span>,
<span class="CEURAUTHOR">Andrii Fesenko</span>,
<span class="CEURAUTHOR">Viktor Zubkov</span>,
<span class="CEURAUTHOR">Yurii Pishchanskyi</span>
</li>

<li id="Short_8.pdf"><a href="Short_8.pdf">
<span class="CEURTITLE">Comparative Analysis of Machine Learning Models with Different Types of Data Representations for Detecting Malicious Files</span></a>
<span class="CEURPAGES">367-375</span> <br>
<span class="CEURAUTHOR">Alan Nafiiev</span>,
<span class="CEURAUTHOR">Hlib Kholodulkin</span>,
<span class="CEURAUTHOR">Andrii Rodionov</span>,
<span class="CEURAUTHOR">Dmytro Lande</span>
</li>

<li id="Short_9.pdf"><a href="Short_9.pdf">
<span class="CEURTITLE">Analysis of Semantic Similarity between Sentences Using Transformer-based Deep Learning Methods</span></a>
<span class="CEURPAGES">376-384</span> <br>
<span class="CEURAUTHOR">Igor Onyshchenko</span>,
<span class="CEURAUTHOR">Anatoly Anisimov</span>,
<span class="CEURAUTHOR">Oleksandr Marchenko</span>,
<span class="CEURAUTHOR">Mariam Isoieva</span>,

</ul>
</div>


<hr>
<span class="unobtrusive">
2023-01-29: submitted by Vitaliy Snytyuk,
            metadata incl. bibliographic data published under <a href="https://creativecommons.org/publicdomain/zero/1.0/">Creative Commons CC0</a><br>
<span class="CEURPUBDATE">2023-02-22</span>: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073)
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