No. 1 (2025): Computer Systems and Information Technologies

Articles

• INFORMATION AND LASER TECHNOLOGIES FOR ASSESSING THE LEVEL OF RISKS FROM HARMFUL EMISSIONS FROM MAN-MADE OBJECTS

  Liubomyr SIKORA, Nataliia LYSA, Olga FEDEVYCH, Nazarii KHYLIAK

  6-15

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• HEATING OPTIMIZATION SYSTEM IN A SMART HOME BASED ON FUZZY LOGIC AND INTEGRATION WITH CLOUD SERVICES

  Ihor LYTVINCHUK, Bohdan SAVENKO, Serhii DANCHUK

  16-28

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• MOBILE-ORIENTED CYBER-PHYSICAL SYSTEM FOR FOOD ALLERGEN DETECTION BASED ON MACHINE LEARNING AND IMAGE ANALYSIS

  Valentyn TALAPCHUK , Elena ZAITSEVA

  29-35

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• METHOD OF FPV DRONE STABILIZATION ON AN AUTOMATICALLY DETERMINED TARGET AND ITS FURTHER OBSERVATION

  Oleksandr HALYTSKYI, Dmytro DENYSIUK, Yaroslava KOZHEMIAKO, Miroslav KVASSAY

  36-41

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• PREDICTION OF ALZHEIMER'S DISEASE USING BAYESIAN NEURAL NETWORKS

  Serhii HLADIHOLOV, Oleksii KOZACHKO

  42-47

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• METHOD OF OPERATION OF THE CYBER-PHYSICAL WATER RESOURCES MONITORING SYSTEM

  Yurii VOICHUR, Andrii BALAN

  48-53

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• DECISION-MAKING METHOD IN INTERDEPENDENT COMPUTING SYSTEMS

  Dmytro KRYZHANYVSKYI, Andriy DROZD, Oleksii BESEDOVSKYI

  54-65

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• CHAT GPT FOR NETWORK ANALYSIS CRIMINAL CO-OFFENDERS

  Olha KOVALCHUK

  66-72

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• SCHEDULING: A FAST C++ THREAD POOL IMPLEMENTATION CAPABLE OF EXECUTING TASK GRAPHS

  Dmytro PUYDA

  73-78

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• ANALYSIS OF STUDENT PERFORMANCE BASED ON CANONICAL CORRELATION ANALYSIS

  Kateryna BEREZKA, Oksana BASHUTSKA, Nataliya NAVOLSKA, Vasil MELNYCHENKO

  79-87

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• METHODS OF ELECTROCARDIOGRAM CLASSIFICATION AND THEIR MATHEMATICAL MODEL IN THE FORM OF A CYCLIC DISCRETE RANDOM PROCESS

  Lyubomyr MOSIY, Andriy SVERSTIUK

  88-99

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• SCALABLE PARALLEL TRAINING OF DEEP NEURAL NETWORKS FOR IMAGE CLASSIFICATION USING TENSOR PROCESSING UNITS

  Lesia MOCHURAD, Khrystyna DOLYNSKA, Tetiana UFIMTSEVA

  100-110

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• A NEW APPROACH FOR CREATING CHATBOTS BASED ON THE USE OF FINITE AUTOMATA THEORY

  Yevhenii VOVK, Juliya POLUPAN

  111-123

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• TASK OPTIMISATION IN MULTIPROCESSOR EMBEDDED SYSTEMS

  Dmytro MARTINIUK, Oleksii LYHUN, Andriy DROZD, Oleksii BESEDOVSKYI

  124-134

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• METHOD AND CYBER-PHYSICAL SYSTEM FOR FORECASTING AND OPTIMIZING ELECTRICITY CONSUMPTION IN RESIDENTIAL DISTRICTS BASED ON MACHINE LEARNING ALGORITHMS

  Volodymyr PYSMENIUK, Vitaly LEVASHENKO

  135-140

  • PDF (Українська)

• BAYESIAN OPTIMIZATION FOR TUNING HYPERPARAMETRS OF MACHINE LEARNING MODELS: A PERFORMANCE ANALYSIS IN XGBOOST

  Mykola ZLOBIN, Volodymyr BAZYLEVYCH

  141-146

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• USE OF SMART CONTRACTS ON THE TON BLOCKCHAIN FOR INNOVATIVE EDUCATIONAL SOLUTIONS DEVELOPMENT

  Viacheslav ASKEROV, Bohdan TOMCHYSHEN, Houda El BOUHISSI

  147-155

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• ENHANCED TWO-STEP AUGMENTATION METHOD FOR ANALYZING SMALL DATASETS IN MEDICAL APPLICATIONS

  Myroslav HAVRYLIUK

  156-162

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• CRISP-FUZZY RULE MANAGEMENT IN THE CLOUD: ENABLING SCALABLE DECISION-MAKING FOR CYBER-PHYSICAL SYSTEMS

  Anatoliy MELNYK, Bohdan ZIMCHENKO

  163-170

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• METHOD FOR EXTENDING IMAGE CLASSIFICATOR VIA TEXT METADATA STATISTICAL ANALYSIS

  Dmytro DASHENKOV, Kyrylo SMELYAKOV

  171-177

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