Renata Vladyka, Lviv Polytechnic National University, Lviv, Ukraine Andrii Sydor, Lviv Polytechnic National University, Lviv, Ukraine Today, artificial intelligence is a large branch of computer science, the task of which is to create intelligent machines to perform tasks related to the use of human intelligence. The main purpose of creating artificial intelligence was to simplify the life of a person and…
Kategória: Ročník 1, 2022, číslo 2
ARTIFICIAL INTELLIGENCE AND ITS EVERYDAY USE
Bohdan Osmuk, Lviv Polytechnic National University, Lviv, Ukraine Andrii Sydor, Lviv Polytechnic National University, Lviv, Ukraine Artificial Intelligence is a frontier of technological advances today. It is the most promising and fastest growing area of IT. AI is crawling up into our lives imperceptibly. Ideas, that were science fiction a decade ago, are our reality now. Imagine, you wake up right…
A NOVEL SCALOGRAM-BASED MODEL FOR HUMAN ACTIVITY RECOGNITION
Olena Pavliuk, Lviv Polytechnic National University, Lviv, Ukraine Myroslav Mishchuk, Lviv Polytechnic National University, Lviv, Ukraine Abstract. Due to the advancement and pervasiveness of wearable sensors, Human Activity Recognition (HAR) has lately become the focus of scientific study. HAR has applications in various fields, including sports, fall detection and prevention, anomalous activity detection, digital health and mobile medicine. Convolutional Neural…
RESEARCH OF METHODS FOR POLLUTION FORECASTING USING TIME SERIES AND NEURAL NETWORKS
Roman Sulymka, Lviv Polytechnic National University, Lviv, Ukraine Dmytro Fedasyuk, Lviv Polytechnic National University, Lviv, Ukraine Abstract. The paper presents the results of pollution forecasting using ARIMA and LSTM models based on time series and neural networks. Features of the use of ARIMA and LSTM models for air pollution forecasting have been revealed. The LSTM method was found to show…
CLASSIFICATION OF CLOUD TYPES ON SATELLITE IMAGES USING DEEP LEARNING
Anastasiia Vasylieva, Lviv Polytechnic National University, Lviv, Ukraine Roman Melnyk, Lviv Polytechnic National University, Lviv, Ukraine Abstract: Cloud types classification is a kind of image classification problem, which can be solved using supervised and unsupervised machine learning methods and artificial neural networks. In this research, the convolutional neural network was proposed to classify cloud images captured by the NOAA-20…