| Vol-xxx urn:nbn:de:0074-xxx-1 Copyright © 2023 for the individual papers by the papers' authors. Copyright © 2023 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# IntSol 2023
Intelligent Solutions 2023

### Selected Papers of the III International Scientific Symposium “Intelligent Solutions” (IntSol-2023). Symposium Proceedings
Kyiv - Uzhhorod, Ukraine, September 27-28, 2023.

Edited by

### Peter Bidyuk *
Yevgeniy Bodyanskiy **
Sándor Bozóki ***
Leonid Hulianytskyi ****
Roth Hubert *****
Stan Lipovetsky ******
Mykola Malyar *******
Krassimir Markov ********
Nataliya Pankratova *
Ivan Sergienko ****
Vitaliy Snytyuk *********
Mariya Sodenkamp **********
Yurii Stoyan ***********
Vitaliy Tsyganok ************
Oleksii Voloshyn *********
Vladimir Vovk *************
Sergey Yakovlev **************
Yuriy Zaychenko *
Michael Zgurovsky *

* National Technical University of Ukraine «Igor Sikorsky Kyiv Polytechnic Institute», Ukraine
** Kharkiv National University of Radio, Electronics, Ukraine , Ukraine
*** Computer and Automation Research Institute Hungarian Academy of Sciences, Hungary
**** V.M.Glushkov Institute of Cybernetics of the National Academy of Sciences of Ukraine, Ukraine
***** Automatic Control Engineering Institute (RST), Siegen University, Germany
****** GfK Custom Research North America, Minneapolis, MN, USA
******* Uzhgorod National University, Ukraine
******** ITHEA Institute of Information Theories and Applications, Bulgaria
********* Taras Shevchenko National University of Kyiv, Ukraine
********** Universität Bamberg, Bamberg, Germany
*********** A.Podgorny Institute for Mechanical Engineering Problems, Ukraine
************ Institute for Information Recording of the National Academy of Sciences of Ukraine, Ukraine
************* Royal Holloway, University of London, United Kingdom
************** National Aerospace University «Kharkov Aviation Institute», Ukraine

- Preface
  Summary: There were 47 papers submitted for peer-review to this workshop. Out of these, 31 papers were accepted for this volume, 25 as regular papers and 6 as short papers.

### Section 1: Computational Intelligence

- Investigation of Hybrid Deep Learning Networks in Forecasting Energy Supply 1-10
  Yuriy Zaychenko, Helen Zaichenko, Oleksii Kuzmenko
- On Improving the Use of Dedicated Hardware Resources for Deep Learning Methods on the Small Data 11-22
  Iurii Krak, Vladislav Kuznetsov, Anatoliy Kulias, Andriy Stavrovskyi
- Technology of Selection and Recognition of Information Objects on Images of the Earth's Surface Based on Multi-Projection Analysis 23-32
  Stepan Bilan, Vladyslav Hnatiienko, Oleh Ilarionov, Hanna Krasovska
- The Fractional Brownian Motion Dataset for Evaluating Extreme Quantiles Forecasting Methods 33-43
  Lyudmyla Kirichenko, Roman Lavrynenko, Nataliya Ryabova
- Workloads Prediction Methods for Proactive Resource Scaling in Kubernetes 44-53
  Oleksandr Rolik, Vitalii Omelchenko
- Research and Comparative Analysis of Person Identification Information Technology 54-64
  Oleksii Bychkov, Yelyzaveta Zhabska, Kateryna Merkulova, Mykyta Merkulov
- Neural Network Control of the Mobile Robotic Platform’s Adhesion Force 65-77
  Yuriy Kondratenko, Kai Wang, Oleksiy Kozlov, Anatolii Shevchenko, Andrii Denysenko
- Apple Fruits Monitoring Diseases on the Tree Crown Using a Convolutional Neural Network 78-88
  Nikolay Kiktev, Alexey Kutyrev, Pavel Mazurchuk
- Neural Network Control of the Mobile Robotic Platform’s Adhesion Force 89-100
  Eugene Fedorov, Anait Karapetyan, Kostiantyn Rudakov, Anatolii Chepynoha
- Brain-Computer Interface as Tool of Cognitive Optimization (Case of Biases Reducing in Decision-Making and Control Improvement) 101-115
  Nataliia Tmienova, Vitalii Mykhalchuk
- Web Phishing Detection System Based on Artificial Neural Networks Technology 116-125
  Vitaliy Tsyganok, Yaroslav Khrolenko, Iryna Domanetska, Olena Fedusenko, Julia Minaeva
- Use of Neuron Networks for Planning the Correct Selection of Plant Samples in Precision Agriculture Technologies 126-135
  Nikolay Kiktev, Alla Dudnyk, Natalia Pasichnyk, Oleksiy Opryshko, Dmytro Komarchuk
- Analysis of the Influence of Pulse Width Modulation of Artificial Lighting Sources on the Human Body Using Artificial Intelligence Methods 136-147
  Lyudmyla Kirichenko, Artur Zhadan, Alla Selivanova

### Section 2: Decision Making Theory

- Storage Location Problem: Properties and Computational Aspects 148-157
  Petro Stetsyuk, Viktor Stovba, Oleksandr Zhmud
- Modeling Processes of Seismological Phenomena in the Carpathian Region 158-167
  Mykola Malyar, Dora Sabov, Marianna Sharkadi, Volodymyr Polishchuk
- Intelligent Integrated Training System for the Aviation Specialists “Collaborative Decision-Making – Education” (CDM-E) 168-180
  Tetiana Shmelova, Yuliya Sikirda, Maxim Yatsko, Volodymyr Kolotusha
- The Method of Determining the Index of Geographical Representation of a Scientific Event 181-197
  Hryhorii Hnatiienko, Dmytro Nelipa, Vitaliy Snytyuk, Nataliia Tmienova, Oleksii Voloshyn
- Upper Bound of Buffer Content Distribution for Self-Similar Traffic Models 198-209
  Anatolii Pashko, Iryna Rozora, Yurii Mlavets, Andrii Bryla
- An E-Commerce Recommendation Systems Based on Analysis of Consumer Behavior Models 210-221
  Valentyna Pleskach, Oleksandra Bulgakova, Viacheslav Zosimov, Elena Vashchilina, Inga Tumasoniene
- Development of the “Friend-or-Foe” Identification System on the Basis of Programmable Radiomodems 222-231
  Leonid Hulianytskyi, Maksym Ogurtsov, Vyacheslav Korolyov
- The Method of Determining the Priority of Candidates by Means of Preferential Voting Based on an Algebraic Approach 232-244
  Hryhorii Hnatiienko, Oleksii Hnatiienko, Oleh Ilarionov, Oleksii Ivanchenko, Vitaliy Snytyuk
- Optimization of Decisions when Planning a UAV Group Mission with Alternative Depots 245-256
  Leonid Hulianytskyi, Oleh Rybalchenko
- Solving Vector Optimization Problems on Combinatorial Configurations With Fuzzily Specified Data 257-266
  Natalia Semenova, Liudmyla Koliechkina, Viktor Koliechkin
- On the Vulnerability and Protection Strategies of Complex Network Systems and Intersystem Interactions 267-281
  Olexandr Polishchuk, Mykhailo Yadzhak
- Fractal Step Multiwavelets and Multiwavelet Packets - A New Multiwavelet Technology for Image Processing and Coding 282-294
  Lev Hnativ, Vasyl Luts, Yaroslav Luts

### Short Papers

- Intelligent Method for Counting Cars from Satellite Images 295-303
  Myroslav Komar, Ruslan Savchyshyn, Khrystyna Lipianina-Honcharenko, Oleksandr Osolinskyi
- Modeling the Logarithmic and Exponential Transformation Algorithms for Optical Density in Decision Support Models and Methods 304-311
  Bohdan Durnyak, Mikola Lutskiv, Petro Shepita, Inna Polishchuk
- Construction of (L-R)-Type Numbers Based on Fuzzy Linguistic Assessments 312-319
  Yuri Samokhvalov, Bohdan Zhuravel
- Definition of Optical Density of Digital Images for Print Equipment Control Systems 320-327
  Bohdan Durnyak, Mykhailo Nakonechnyi, Mikola Lutskiv, Volodymyr Polishchuk, Petro Shepita
- Usage Artificial Intelligence Toolkit for Improving Translations to English 328-336
  Oleh Andriichuk, Serhii Kadenko, Olha Tsyhanok, Olena Besklinska, Olena Trubitsyna
- Microservices Infrastructure Architecture for the Cloud-Based Multi-Agent Group Decision Support Systems for Autonomous Cyberphysical Systems 337-345
  Anatoliy Melnyk, Bohdan Zimchenko

2023-10-31: submitted by Vitaliy Snytyuk, metadata incl. bibliographic data published under Creative Commons CC0
2023-11-03: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|