CIAW 2024
Computational Intelligence Application Workshop 2024

Table of Contents

• Cover and Preface
  Summary: There were 27 papers submitted for peer-review to Computational Intelligence Application Workshop 2024. Out of these, 16 papers were accepted for this volume.
  
  
• Organization and Committees
  
  
• Organizers and Partners
  
  
• The helicopter turboshaft engines parametric debugging using neural network technology 1-15
  Victoria Vysotska , Serhii Vladov , Yevhen Volkanin , Andrii Siora , Maryna Bulakh , Oleksandr Muzychuk , Oleksandr Koren
• Gesture control: real-time 3D hand recognition for touchless interfaces 16-27
  Vasyl Teslyuk , Iryna Kazymyra , Volodymyr Tsapiv
• The dual-channel logic controller synthesis for controlling complex dynamic objects 28-41
  Victoria Vysotska , Serhii Vladov , Pavlo Pukach , Oleksandr Lavrut , Oleksandr Muzychuk , Denys Baranovskyi , Danylo Severynenko
• Forecasting electricity demand in Ukraine using machine learning methods 42-56
  Irina Kalinina , Aleksandr Gozhyj
• Preprocessing product descriptions with byte pair encoding: a solution for abbreviation-heavy texts 57-76
  Vasyl Teslyuk , Anastasiya Doroshenko , Olga Narushynska
• Smart system for passive detection and classification of mines using feed-forward deep neural networks 77-111
  Vasyl Lytvyn , Roman Peleshchak , Victoria Vysotska , Ivan Peleshchak , Lyubomyr Chyrun , Mariia Nazarkevych , Serhii Vladov , Olga Lozynska , Serhii Voloshyn , Olena Nagachevska
• Machine learning of direct propagation neural networks for mobile smart systems 112-121
  Ivan Tsmots , Yurii Opotyak , Yurii Lukashchuk , Sofiia Tesliuk
• Predicting road accidents in smart cities: machine learning approach for enhanced safety 122-136
  Anastasiya Doroshenko , Dmytro Savchuk
• Computational intelligence technology for Ukrainian language textual content processing based on big data analysis, NLP and machine learning 137-166
  Victoria Vysotska
• Intelligent system development for detecting suicidal intentions based on Ukrainian literary works analysis 167-186
  Victoria Vysotska , Lyubomyr Chyrun , Serhii Vladov , Sofia Chyrun , Oksana Markiv , Liubov Kolyasa , Valerii Sokurenko , Oleksandr Muzychuk , Arsen Blyzniuk , Rostyslav Fedchuk
• Semi-supervised learning for medical images segmentation using 4D atlas priors 187-198
  Volodymyr Lytvynenko , Victor Sineglazov , Kirill Riazanovskiy , Olena Chumachenko
• Program implementation of large-integer modular multiplication based on Montgomery space 199-209
  Natalia Kryvinska , Ihor Prots’ko , Oleksandr Gryshchuk
• Modified Poisson label propagation graph-based method with regularization for task of classification intersection dataset 210-226
  Michael Z. Zgurovsky , Victor Sineglazov , Alexander Ruchkin
• Analyzing the nature of AI footprint: noise-to-text method 227-236
  Emil Faure , Andrii Nykonenko
• Information technology for promoting Instagram accounts 237-266
  Victoria Vysotska , Mariia Nazarkevych , Serhii Vladov , Sofia Chyrun , Olga Lozynska , Tetiana Lavrut , Ihor Budz , Oleksandr Muzychuk , Olena Nagachevska , Stanislav Diakun
• Enhancing clothing pattern classification using neural networks and transfer learning 267-280
  Vasyl Teslyuk , Stanislav Ivasiv