| Vol-3106 urn:nbn:de:0074-3106-0 Copyright © 2021 for the individual papers by the papers' authors. Copyright © 2021 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 2021ws
Intelligent Solutions 2021 (Computational Intelligence & Decision Making Theory)

### Selected Papers of the II International Scientific Symposium "Intelligent Solutions" (IntSol-2021). Workshop Proceedings

### Kyiv - Uzhhorod, Ukraine, September 28-30, 2021.

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

## Table of Contents

- Preface
  Summary: There were 50 papers submitted for peer-review to this workshop. Out of these, 20 papers were accepted for this volume, 15 as regular papers and 5 as short papers.

### Section 1: Computational Intelligence

- Keyword Search Procedure Using Fuzzy Matching to Detect Ambiguity in Expert Formulations in Knowledge Bases of Decision Support Systems 1-10
  Vitaliy Tsyganok, Mykhailo Dubok, Olha Tsyhanok
- Application of Fuzzy Approach in Modeling of Psychodiagnostic Decision Support Systems for One Class of Tasks 11-20
  Olena Prysiazhniuk, Olena Blyzniukova
- Information and Evaluation Models of Complex Hierarchical Network Systems 21-31
  Olexandr Polishchuk, Mykhailo Yadzhak
- Surface defect detection based on deep learning approach 32-44
  Mykola Robotyshyn, Marianna Sharkadi, Mykola Malyar
- Review of Neural Networks Application in UAV Routing Problems 45-54
  Maksym Ogurtsov
- IoT Control Systems base on Fuzzy PWM-controller 55-64
  Roman Ponomarenko, Anastasiia Demchuk
- Remote Host Operation System Type Detection Based on Machine Learning Approach 65-81
  Leonid Kupershtein, Tatiana Martyniuk, Olesia Voitovych, Artur Borusevych
- Efficiency Improvement of the Algorithm Based on an Artificial Immune System Modeling Applied to Continuous and Combinatorial Problems 82-95
  Timur Zheldak, Illia Ziborov, Vladyslav Lyman, Andrii Zhuk

### Section 2: Decision Making Theory

- Collaborative Human-AI Decision-Making Systems 96-105
  Serge Dolgikh, Oksana Mulesa
- A Technique for Describing and Transforming Images Based on the Evolution of Cellular Automata 106-115
  Stepan Bilan
- Convergence of Adaptive Forward-Reflected-Backward Algorithm for Solving Variational Inequalities 116-127
  Sergey Denisov, Vladimir Semenov
- Comparative Analysis of Algorithms for Finding the Maximum Independent set of Graphs on Quantum and Traditional Computer 128-138
  Vyacheslav Korolyov, Olexandr Khodzinsky
- The Signature Investigation of one Class of Universal Boolean Algebras 139-155
  Ihor Mych, Volodymyr Nykolenko, Olena Vartsaba
- Estimation Quality of Filtering Spectral Data Obtained from UAVs 156-165
  Natalia Pasichnyk, Dmytro Komarchuk, Oleksiy Opryshko, Nikolay Kiktev
- Digitalization of Personnel Management Processes: Reserves for Using Chatbots 166-176
  Nataliia Danylevych, Svetlana Rudakova, Liudmyla Shchetinina, Oksana Poplavska

### Short Papers

- On Constructing Adjustable Procedures for Enhancing Consistency of Pairwise Comparisons on the Base of Linear Equations 177-185
  Oleksiy Oletsky
- Hybrid Technologies for Databases 186-193
  Anatoly V. Anisimov, Igor O. Zavadskiy, Petro P. Kuliabko
- Magic Type Labeling of Graphs in Linear Ordering Problems 194-201
  Marina Semeniuta, Zoya Sherman, Oleh Dmitriiev, Mykhailo Soroka
- Vector Convex Optimization Problems: Lexicographic Optimality and Solvability, Method of Solving 202-210
  Natalya Semenova, Mariia Lomaha
- Handling Missing Values in Machine Learning Regression Problems 211-219
  Danylo Shumeiko, Iryna Rozora

2022-03-06: submitted by Vitaliy Snytyuk, metadata incl. bibliographic data published under Creative Commons CC0
2022-03-13: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|