ProfIT AI 2024

Table of Contents

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• Semi-Supervised European Forest Types Mapping using High-Fidelity Satellite Data 1-15 PDF
  Andrii Shelestov, Hanna Yailymova, Bohdan Yailymov, Nataliia Kussul
• Efficient Small and Overlapping Target Detection in Underwater Images 16-29 PDF
  Volodymyr Lytvynenko, Victor Sineglazov, Mykhailo Savchenko 0001
• Microphone Array Spectral Mask Using Artificial Neural Network for Enhancing Minimum Variance Distortionless Response Beamformer 30-39 PDF
  QuanTrong The
• Intelligent Hyperspectral Image Processing for Landmine Detection and Classification 40-51 PDF
  Volodymyr Lytvynenko, Victor Sineglazov, Kyrylo Lesohorskyi
• Weighted Shifted S-shaped Activation Functions 52-66 PDF
  Sergiy Popov, Dmytro Pikhulya
• TU-Net: Transformer based U-Net for left ventricle MRI segmentation 67-74 PDF
  Akansha Singh (disambiguation), Krishna Kant Singh, Amit Pandey, Ajith Abraham
• Benchmarking Conversation Routing in Chatbot Systems Based on Large Language Models 75-86 PDF
  Olena Turuta, Danylo Kryvoshein, Dmytro Kazakov, Daniil Maksymenko, Oleksii Turuta
• The Impact of Stopwords Removal on Disinformation Detection in Ukrainian language during Russian-Ukrainian war 87-101 PDF
  Halyna Padalko, Vasyl Chomko, Dmytro Chumachenko
• Estimation and Visualization of Webcam Eye Tracking for Text Reading 102-110 PDF
  Olga Kalynychenko, Oleksii Turuta, Olena Turuta, Ruslan Kasheparov, Anastasiia Grynenko
• Development of an Intelligent Search Engine using GPT model for GrantsForScience platform 111-119 PDF
  Serhii V. Yershov, Oleksandr M. Khimich, Pavlo S. Yershov, Elena A. Nikolaevskaya
• Artificial Intelligence-Driven Text-to-Tactile Graphics Generation for Visual Impaired People 120-127 PDF
  Volodymyr Mayik, Lyudmyla Mayik, Yehor Dzhurynskyi
• Russo-Ukrainian War Disinformation Detection in Suspicious Telegram Channels 128-136 PDF
  Anton Bazdyrev
• The COVID-19 Pandemic Dynamics and Incomes 137-149 PDF
  Igor Nesteruk, Oleksii Rodionov
• Parallel Optimization of Dimensionality Reduction Methods for Disease Prediction: PCA and LDA with Dask-ML 150-161 PDF
  Lesia I. Mochurad, Anastasiia Veretilnyk, Liliana Mirchuk
• A Distributed Classification Method for Real-time Healthcare Data Processing 162-174 PDF
  Alexandr V. Palagin, Kyrylo Malakhov, Vladislav Kaverinskiy
• Multicriteria Linear Assignment Problem in Healthcare Improvement 175-184 PDF
  Oksana Pichugina, Lyudmyla Kirichenko, Yurii Skob
• Explainable Artificial Intelligence: Transitioning DL Model Decisions to User-Understandable Features in Healthcare 185-199 PDF
  Pavlo Radiuk, Iurii Krak, Olexander Barmak, Eduard Manziuk
• Mathematical Simulations of the Pertussis Epidemic in England 200-209 PDF
  Igor Nesteruk
• Using of Ellipsoid Method and Linear Regression with L1-Regularization for Medical Data Investigation 210-221 PDF
  Petro I. Stetsyuk, Illya Chaikovsky, Ivan Senko, Viktor Stovba
• Uncertainty Estimation Method for Determining Bone Density in Patients with Infiltrating Intraductal Carcinoma Undergoing Anti-Cancer Therapy 222-228 PDF
  Alina S. Nechyporenko, Victoriia Alekseeva, Alla Dzyza, Irina Muryzina, Marcus Frohme, Viktor Reshetnik
• Simulation of Influenza Dynamics in Kharkiv Oblast (Ukraine) using ARIMA Model 229-237 PDF
  Dmytro Chumachenko, Mykola Butkevych
• Evaluation of Bone Radiodensity in Smokers 238-244 PDF
  Marcus Frohme, Victoriia Alekseeva, Alina S. Nechyporenko, Andrii Lupyr, Vitaliy Gargin, Viktor Reshetnik
• Modelling Hydroecomonitoring of Surface Water in Ukraine Using Machine Learning 245-254 PDF
  Khrystyna Lipianina-Honcharenko, Ruslan Brukhanskyi, Leonid Bytsyura, Taras Kapusta, Anatoly Sachenko
• Methodology for an Intelligent System Constructing for Modeling the Conduction of an Electrical Impulse in Nerve Axons 255-264 PDF
  Michael Z. Zgurovsky, Liudmyla B. Levenchuk, Vladyslav R. Novykov, Pavlo O. Kasyanov
• Intelligent Methods in Behavioral Studies on Animal Models 265-281 PDF
  Volodymyr Romanov, Yevheniia Babenko
• Mathematical Modeling of Pressure Effects from Hydrogen Explosion 282-299 PDF
  Oksana Pichugina, Oleksii Kartashov, Yurii Skob, Andrii Hulianytskyi, Oleksandr Khimich
• Development and Analysis of the Training Course "Organization of Databases" with AI 300-314 PDF
  Maksym Shapovalov, Viktoriia Seredenko, Kyryl Korobchynskyi
• Decision Support Algorithm in the Development of Information Sensitive Socially Oriented Systems 315-326 PDF
  Artem Khovrat, Volodymyr Kobziev, Dmytro Uzlov, Sergiy Yakovlev
• Innovative Architectural Development of Corporate Enterprise Administration Systems 327-337 PDF
  Vladislav Kaverinskiy, Serhii Matvieishyn, Volodymyr Opanasenko
• Numerical Simulation of Kinetic Processes in Thin-layer Electrochemiluminescent Light Emitting Cells 338-347 PDF
  Danylo Martynov, Mykola Slipchenko, Kyrylo Korobchynskyi, Olena Slipchenko, Yuriy Zholudov
• Development of Intelligent Nutrition Surveillance System with OpenAI API 348-360 PDF
  Kyrylo Rukkas, Tetyana Chumachenko, Vadym Yevtushenko
• Development and Implementation of Intelligent Programming Tool for Agile Transformation of Human Resource Management Processes 361-368 PDF
  Igor Chumachenko, Nataliia Dotsenko, Yuliia Husieva, Oleksandr Skachkov
• Fuzzy Online Bagging Using Adaptive F-transform 369-376 PDF
  Olexii Holovin, Irina Pliss, Oleh Zolotukhin, Sergiy Popov, Larysa Chala
• Adaptive Piece-Wise Linear Squashing Activation Function for Deep Neural Networks 377-384 PDF
  Yevgeniy V. Bodyanskiy, Nonna Kulishova, Maxim Kulishov, Mykhailo Petrykin
• Using Models of Combinatorial Optimization Problem to Estimate the Parameters of an Intelligent System 385-391 PDF
  Olena Dvirna, Liudmila Koliechkina
• Trustworthy AI Systems from Untrustworthy Components: Development von Neumann’s Paradigm using Principle of Diversity 392-404 PDF
  Oleg Odarushchenko, Vyacheslav S. Kharchenko
• Representation of Trustworthiness Components in AI Systems: A Formalized Approach Considering Interconnections and Overlap 405-417 PDF
  Vladislav A. Kuznetsov, Olexander Barmak, Iurii Krak, Eduard Manziuk, Pavlo Radiuk
• Towards Ontology-Related Support for Transdisciplinary Research 418-429 PDF
  Kyrylo Malakhov, Mykola Petrenko, Sergii Kotlyk, Mykola Boyko
• Handling Outliers in Swarm Algorithms: a Review 430-437 PDF
  Sergiy Yakovlev, Dmytro Uzlov, Yehor Havryliuk, Ivan Hushchyn, Volodymyr V. Strukov