No. 1 (2026): Computer Systems and Information Technologies

Articles

• PCA METHOD IMPACT ANALYSIS ON DEEP NEURAL NETWORKS ACCURACY AND ARCHITECTURE FOR IMAGE CLASSIFICATION

  Anastasiia NESKORODIEVA

  8-15

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• SEAMLESS TILING OF QUASI-PERIODIC TEXTURES VIA AN OPTIMAL CYCLIC SHIFT ON A DISCRETE TORUS

  Anna BEDRATYUK

  16-27

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• DEVELOPMENT AND RESEARCH OF MULTIMODAL NEURAL ARCHITECTURES FOR HETEROGENEOUS UNBALANCED DATA IN CLASSIFICATION TASKS

  Serhii MINUKHIN, Valerii RUDOI

  28-40

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• MODELING THE PROCESS OF RECOGNITION OF PACEMAKER DYSFUNCTION

  Dmytro MEDZATYI, Illia HRYSHCHUK

  41-49

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• HYBRID INTEGRATION OF EXPERT SYSTEMS INTO AVIATION LOGISTICS MANAGEMENT STRUCTURES

  Oleh SYDORENKO, Nataliia LYSA

  50-58

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• ENERGY–AWARE MODELLING OF IOT NETWORK LIFE–CYCLE UNDER INDUCED FALSE–EVENT FLOWS

  Chen YU, Viacheslav KOVTUN

  59-67

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• TECHNOLOGY FOR SELECTING MUSICAL GENRES TAKING INTO ACCOUNT HUMAN MENTAL HEALTH BASED ON MACHINE LEARNING

  Vitalii ALEKSEIKO, Olena PETIAK, Bohdana BONDARCHUK, Tamara PETRUK

  68-77

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• MULTI-FACTOR HYBRID APPROACH FOR BLOCKCHAIN-ENABLED IOT EDGE COMPUTING

  Leonid CHEPEL, Yuriy BOYKO

  78-87

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• CROSS-LINGUAL TRANSFORMER-BASED SCREENING OF POST-TRAUMATIC STRESS DISORDER BASED ON COMPARATIVE ANALYSIS OF BERT AND XLM-ROBERTA WITH MACHINE TRANSLATION ADAPTATION FOR UKRAINIAN LANGUAGE

  Andrii FEDORYCHKO, Victoria VYSOTSKA, Lyubomyr CHYRUN

  88-103

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• ADAPTIVE NEURAL STABILIZATION OF ILL-POSED SPECTRAL PROBLEMS

  Fedir SAIBERT, Yurii BILAK

  104-117

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• IMPROVED SMALL AGRICULTURAL PLANT SEGMENTATION USING POST-TRAINING ADAPTIVE NEURAL NETWORK

  Iryna UDOVYK, Kostiantyn KHABARLAK

  118-124

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• ADAPTIVE MULTICRITERIA MODEL FOR SUPPORTING DECISION-MAKING IN SPORTS SELECTION PROBLEMS

  Alina HNATCHUK, Yaroslav HNATCHUK

  125-136

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• RESEARCH ON THE AWS LAMBDA PERFORMANCE FOR USER AUTHENTICATION IN CROSS-PLATFORM CLOUD APPLICATIONS

  Yurii Gunchenko, Alla Kamienieva, Maryna IEPIK

  137-144

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• THE METHOD OF IDENTIFYING KEY ELEMENTS OF A DIGITAL IMAGE IN THE DECISION-MAKING PROCESS OF CLASSIFICATION BY A NEURAL NETWORK

  Oleksandr DORENSKYI, Oleksandr Drieiev, Hanna Drieieva

  145-155

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• CONVOLUTIONAL NEURAL NETWORK-BASED SOUND SOURCE SEPARATION IN THE TIME-FREQUENCY DOMAIN

  Oleh TOMASHEVSKYY, Orest TKACHUK

  156-171

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• ANALYSIS OF INFORMATION TECHNOLOGIES AND METHODS FOR AUTOMATIC UPDATING OF THREAT DETECTION MODELS IN COMPUTER SYSTEMS

  Tymur ISAIEV, Olha ATAMANIUK

  172-185

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• SURVEY OF TOOLS AND TECHNOLOGIES FOR PSYCHOEMOTIONAL SCREENING AND DETERMINING THE STATUS OF PATIENTS WITH DEPRESSION

  Maksym PYTLYAK

  186-194

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• INTEGRATING ARDUPILOT SITL FOR DRONE BEHAVIOUR SIMULATION IN GAMIFIED TRAINING

  Pavlo PONOMARENKO, Vyacheslav KHARCHENKO

  195-204

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• HYBRID METHOD OF ADAPTIVE CONTROL OF VARIABLE MODE OF UNMANNED AERIAL VEHICLES WITH INTELLIGENT ONLINE COMPENSATION OF DISTURBANCES

  Stepan TANASIICHUK

  205-214

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