IntSol 2021ws
Intelligent Solutions 2021 (Computational Intelligence & Decision Making Theory)

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