MoMLeT 2024

Table of Contents

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• Apple leaf diseases detection using convolutional neural networks 1-14 PDF
  Sergei Subbotin 0001, Andrii O. Oliinyk, Tetiana Kolpakova, Danylo Borovyk, Vladyslav Perehuda
• Application of convolutional neural networks for detection of damaged buildings 15-27 PDF
  Irina Kalinina, Aleksandr Gozhyj, Valerii Dymo
• Traffic sign recognition using the mask R-CNN 28-39 PDF
  Natalia Axak, Mykola Korablyov, Ihor Ivanisenko, Maksym Kushnaryov, Igor Kobzev
• Influence of chaos on activation functions in Hopfield networks 40-54 PDF
  Oleksandr Maistrenko, Dmitriy Klyushin
• A deep neural network model for predicting the competitive score of social projects for community development 55-74 PDF
  Anna Marmulyak, Inna Tryhuba, Oksana Malanchuk, Anatoliy Tryhuba
• Audio processing methods for speech emotion recognition using machine learning 75-108 PDF
  Vira Golian, Nataliia Golian, Iryna Afanasieva, Oleksii Turuta, Kostiantyn Onyshchenko, Daniil Suvorov
• Bio-inspired optimization of fuzzy control system for inspection robotic platform: comparative analysis of hybrid swarm methods 109-123 PDF
  Jianjun Wang (disambiguation), Yuriy P. Kondratenko, Yue Zheng (disambiguation), Vitalii Kuzmenko, Anna Aleksieieva, Oleksiy V. Kozlov
• Synthesis of multithreshold neural network classifier 124-137 PDF
  Vladyslav Kotsovsky
• Training neural network method modification for forward error propagation based on adaptive components 138-168 PDF
  Mariya Nazarkevych, Alexey Yurko, Ruslan Yakovliev, Victoria Vysotska, Vasyl Lytvyn, Serhii Vladov
• Performance evaluation and analysis with code benchmarking and generative AI 169-186 PDF
  Andrii Berko, Vladyslav Alieksieiev, Artur Dovbysh
• Preliminary statistical analysis of amino acid sequence embeddings of proteins 187-197 PDF
  Mykhailo Luchkevych, Yaroslav Teplyi, Krzysztof Fidelis
• Determination-based correlation coefficient 198-224 PDF
  Vladyslav Alieksieiev, Andrii Berko, Vladyslav Holdovanskyi
• Object image recognition using multilayer perceptron combined with Singular value decomposition 225-234 PDF
  Iryna Shakleina, Nazarii Mozol, Dmytro Svyshch, Ivan Peleshchak, Roman Peleshchak, Vasyl Lytvyn
• Regression-based method for real-time solar power plant efficiency forecasting 235-245 PDF
  Khrystyna Lipianina-Honcharenko, Valentyn Domanskyi, Myroslav Komar, Nazar Melnyk
• Enhancing solar panel efficiency with LSTM-based MPPT controllers 246-258 PDF
  Irina Kalinina, Vladyslav Nechakhin, Alexander Gozhyj
• Fractal structure of training of a three-layer neural network 259-272 PDF
  Bohdan Melnyk, Serhiy Sveleba, Ivan Kunyo, Ivan Katerynchuk, Volodymyr Franiv
• Evaluation of ensemble machine learning models for movie recommendation systems 273-286 PDF
  Anatoly Sachenko, Taras Lendiuk, Yurii Halias, Grygoriy Hladiy, Vasyl Koval, Khrystyna Lipianina-Honcharenko
• Automatic target recognition module development for fire control system based on machine learning 287-303 PDF
  Mariya Nazarkevych, Maksym Pysarchuk, Roman Romanchuk, Oleksandr Lavrut, Tetiana Lavrut, Victoria Vysotska
• Assessment of digital tools utilization in marketing activities of enterprises in Ukraine and EU countries using cluster analysis method 304-318 PDF
  Ihor Hrabovych, Nestor Shpak, Kateryna Doroshkevych
• Machine learning model for house price predicting based on natural language text data analysis 319-332 PDF
  Mykola Malaksiano, Dmitriy Kravtsov, Nikolay Poletaev, Denis Bushuiev, Sergey D. Bushuyev
• Predictive maintenance for automotive vehicle engines in military logistics 333-344 PDF
  Khrystyna Mykich, Andrii Savka, Iryna Zavushchak