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Просмотр 2021, Vol. 4, № 3 по дате публикации

Просмотр 2021, Vol. 4, № 3 по дате публикации

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  • Methodology of neural network compression for multi-sensor transducer network models based on edge computing principles 
    Лобачьов, Іван Михайлович; Лобачев, Иван Михайлович; Antoshchuk, Svitlana; Антощук, Світлана Григорівна; Антощук, Светлана Григорьевна; Hodovychenko, Mykola; Годовиченко, Микола Анатолійович; Годовиченко, Николай Анатольевич (Odessa National Polytechnic University, 2021-10-15)
    This paper focuses on the development of a methodology to compress neural networks that is based on the mechanism of pruning the hidden layer neurons. The aforementioned neural networks are created in order to process the ...
  • Model and method for representing complex dynamic information objects based on LMS-trees in NoSQL databases 
    Maksymov, Oleksandr; Максимов, Олександр Семенович; Максимов, Александр Семенович; Malakhov, Eugene; Малахов, Євген Валерійович; Малахов, Евгений Валерьевич; Mezhuyev, Vitaliy; Межуєв, Вiталій Іванович; Межуев, Виталий Иванович (Odessa National Polytechnic University, 2021-10-15)
    The article analyzes the existing approaches to the description of large dynamic information objects in the construction of Automated control systems. Introduced and defined the concept of a Complex Dynamical Information ...
  • The multilayer distributed intelligence system model for emergency area scanning 
    Tsariuk, Andrey; Царюк, Андрій Олегович; Царюк, Андрей Олегович; Malakhov, Eugene; Малахов, Євген Валерійович; Малахов, Евгений Валерьевич (Odessa National Polytechnic University, 2021-10-15)
    Emergency situations have a huge impact on various important areas of human life. Every year there are many situations, the elimination of which requires a lot of financial and human resources. Therefore, the ability to ...
  • Information supply of the power control system of the synchronous generator of the autonomous wind unit 
    Ostroverkhov, Mykola; Островерхов, Микола Якович; Островерхов, Николай Якович; Chumack, Vadim; Чумак, Вадим Володимирович; Чумак, Вадим Владимирович; Monakhov, Yevhen; Монахов, Євген Андрійович; Монахов, Евгений Андреевич; Pryymak, Bogdan; Приймак, Богдан Іванович; Приймак, Богдан Иванович (Odessa National Polytechnic University, 2021-10-15)
    This paper deals with information supply of automatic maximum power control system of synchronous hybrid excited generator for the autonomous wind unit. The power supply system based on an autonomous wind turbine consists ...
  • Detection and classification of network attacks using the deep neural network cascade 
    Shpinareva, Irina; Шпінарева, Ірина Михайлівна; Шпинарева, Ирина Михайловна; Yakushina, Anastasia; Якушина, Анастасія Олексіївна; Якушина, Анастасия Алексеевна; Voloshchuk, Lyudmila; Волощук, Людмила Арнольдовна; Волощук, Людмила Арнольдовна; Rudnichenko, Nikolay; Рудніченко, Микола Дмитрович; Рудниченко, Николай Дмитреевич (Odessa National Polytechnic University, 2021-10-15)
    This article shows the relevance of developing a cascade of deep neural networks for detecting and classifying network attacks based on an analysis of the practical use of network intrusion detection systems to protect ...
  • Analysis of quasi-periodic space-time non-separable processes to support decision-making in medical monitoring systems 
    Franzheva, Olena; Франжева, Олена Дмитрівна; Франжева, Елена Дмитриевна (Odessa National Polytechnic University, 2021-10-15)
    In many decision support systems there are processed chaotic spatial-time processes which are non-separable and quasiperiodic. Some examples of such systems are epidemic spreading, population development, fire spreading, ...