No. 7 (2025): Information, Computing and Intelligent systems

Paper

• Intelligent traffic management method in software-defined networks based on behavioral classification and adaptive priority service

  Dmytro Oboznyi, Yurii Kulakov

  4-22

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• Approach to hybrid load management in Fat-Tree web clusters

  Kostiantyn Radchenko, Artem Chernenkyi

  23-38

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• Optimization neural network for time series processing

  Danylo Baran, Oleksii Pysarchuk

  39-48

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• Comparative analysis of LCNet050 and MobileNetV3 architectures in hybrid quantum–classical neural networks for image classification

  Arsenii Khmelnytskyi, Yuri Gordienko

  49-60

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• Evaluation of the effectiveness of two approaches to building damage detection with satellite imagery

  Oleksii Rumiantsev, Yurii Oliinyk

  61-71

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• DDOS attack detection with data imperfections using machine learning algorithms

  Artem Dremov, Artem Volokyta

  72-82

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• UAeroNet: domain-specific dataset for automation of unmanned aerial vehicles

  Yuriy Kochura, Yevhenii Trochun, Vladyslav Taran, Yuri Gordienko, Oleksandr Rokovyi, Sergii Stirenko

  83-95

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• Deep Q-learning policy optimization method for enhancing generalization in autonomous vehicle control

  Andrii Pysarenko, Mykhailo Drahan

  96-109

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• Methodology of adaptive data processing in IоT monitoring systems with multilevel sensor data filtering and self-tuning

  Anatolii Haidai, Iryna Klymenko

  110-126

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• Method for combining CNN-based features with geometric facial descriptors in emotion recognition

  Liudmyla Zichenko

  127-141

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• Optimized syntax concept for variable scoping, loop structures, and flow control in programming language

  Oleksandr Zhyrytovskyi, Roman Zubko

  142-159

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• A multifactor model for detecting propaganda in textual data

  Olena Gavrilenko, Kyryl Feshchenko

  160-179

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• Multi-strategy AJAX and event-driven state management for responsive web applications

  Nataliia Rudnikova, Oleksii Nedashkivskyi

  180-197

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