2022, Volume 21, Issue 1

Published: 2022-03-30

Articles

Deep Neural Network with Adaptive Parametric Rectified Linear Units and its Fast Learning

Yevgeniy Bodyanskiy, Anastasiia Deineko, Viktoria Skorik, Filip Brodetskyi

11-18
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On Strange Memory Effects in Long–term Forecasts using Regularised Recurrent Neural Networks

Arthur Lerke, Hermann Heßling

19-24
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Utilizing Genetic Algorithm and Artificial Bee Colony Algorithm to Extend the WSN Lifetime

Sawsan Alshattnawi, Lubna Afifi, Amani M. Shatnawi, Malek M. Barhoush

25-31
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Prevent and Reduce the Risk of Implementing the Main Cybersecurity Threats

Yuriy Danyk, Serhii Vdovenko, Serhii Voloshko

32-41
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Implementation of Chatbot in Online Classes using Google Classroom

Moechammad Sarosa, Mokhamad Hadi Wijaya, Herman Tolle, Amalia Eka Rakhmania

42-51
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Stretch-Contract Operator in the Ellipsoidal Approximation of the Minkowski Sum of Convex Sets

Oleksii V. Sholokhov

52-60
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Cervical Cancer Diagnosis System using Convolutional Neural Network ResidualNet

Dian C. Rini Novitasari, Putri Wulandari, Dina Zatusiva Haq

61-68
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A Real-Value Parameter Function Optimization Algorithm using Repeated Adaptive Local Search

Surapong Auwatanamongkol

69-75
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Time Series Forecasting Based on Support Vector Machine Using Particle Swarm Optimization

Zana Azeez Kakarash, Hawkar Saeed Ezat, Shokhan Ali Omar, Nawroz Fadhil Ahmed

76-88
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Editorial “Green Computing, Monitoring and Assessing of Smart IoT Systems and Components”

Vyacheslav Kharchenko, Nikolaos Bardis, Andrzej Rucinski

89-91
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Wireless Sensor Network based Forest Fire Early Detection Systems: Development and Implementation

Bohdan Chernetskyi, Vyacheslav Kharchenko, Alexander Orehov

92-99
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A Method of IoT Information Compression

Yuriy S. Manzhos, Yevheniia V. Sokolova

100-110
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Software Requirements Profile Quality Model

Oleksandr Gordieiev, Vyacheslav Kharchenko, Daria Gordieieva

111-119
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Intelligent Monitoring of Air Temperature by the DATA of Satellites and Meteorological Stations

Mariia V. Talakh, Serhii V. Holub, Pavlo O. Luchshev, Ihor B. Turkin

120-127
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