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  • Comparison of generative adversarial networks architectures for biomedical images synthesis 
    Berezsky, Oleh M.; Березький, Олег Миколайович; Liashchynskyi, Petro B.; Лящинський, Петро Борисович (Odessa National Polytechnic University, 2021-10-15)
    The article analyzes and compares the architectures of generative adversarial networks. These networks are based on convolutional neural networks that are widely used for classification problems. Convolutional networks ...
  • Detecting development scenarios of dynamic events in electric power networks smart-grid. Part 1 “Method” 
    Sivokobylenko, Vitaliy F.; Сивокобиленко, Віталій Федорович; Nikiforov, Andrey P.; Нікіфоров, Андрій Петрович; Zhuravlov, Ivan V.; Журавльов, Іван Вадимович (Odessa National Polytechnic University, 2021-10-15)
    A method for constructing a semantic S-detector for the senior hierarchical level of pattern recognition in dynamic objects is proposed. The S-detection method is based on a uniform synthesis of all hierarchically subordinate ...
  • Effectiveness of stego images pre-noising with fractional noise for digital image steganalysis 
    Progonov, Dmytro O.; Прогонов, Дмитро Олександрович (Odessa National Polytechnic University, 2021-10-15)
    Counteraction to sensitive data leakage in cyber-physical systems is topical task today. Solving of the task is complicated to widely usage by attackers of novel steganographic methods for sensitive data embedding into ...
  • Improving the designing method of thermal networks: bypass connection 
    Derevyanko, Georgy V.; Дерев’янко, Георгій Васильович; Mescheryakov, Vladimir I.; Мещеряков, Володимир Іванович (Odessa National Polytechnic University, 2021-10-15)
    lytical model of a bypass for two heat exchange elements in the form of a relationship between the temperature ratio differences of flows and efficiency has been developed. The resulting expression for the efficiency of ...
  • Smart contract sharding with proof of execution 
    Mazurok, Igor E.; Мазурок, Ігор Євгенійович; Leonchyk, Yevhen Y.; Леончик, Євген Юрійович; Antonenko, Oleksandr S.; Антоненко, Олександр Сергійович; Volkov, Kyrylo S.; Волков, Кирило Сергійович (Odessa National Polytechnic University, 2021-10-15)
    Nowadays, Decentralized Networks based on Blockchain technology are actively researched. A special place in these researches is occupied by Smart Contracts that are widely used in many areas, such as Decentralized Finance ...
  • The use of control theory methods in neural networks’ training based on a handwritten text 
    Смородін, Андрій В’ячеславович; Smorodin, Andrii V. (Odessa National Polytechnic University, 2021-10-15)
    The paper shows the importance of reducing the neural networks’ training time at present stage and the role of new optimization methods in neural networks’ training. The paper researches a modification of stochastic ...