CIAW 2024

Table of Contents

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