Olena Pavliuk

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Human Activity Recognition

Continuous Wavelet Transform

Machine Learning

Top Venues

J. Reliab. Intell. Environ.

Publications

Olena Pavliuk, Myroslav Mishchuk, Mykola Medykovskyy, Rafal Cupek
A Two-Stage Feature Selection Method for Neural Network Predictive Models for AGV. SMARTINDUSTRY (2024)
Olena Pavliuk, Mykola O. Medykovskyy, Tomasz Steclik
Predicting AGV Battery Cell Voltage Using a Neural Network Approach with Preliminary Data Analysis and Processing. BigData (2023)
Olena Pavliuk, Myroslav Mishchuk, Christine Strauss
Transfer Learning Approach for Human Activity Recognition Based on Continuous Wavelet Transform. Algorithms 16 (2) (2023)
Olena Pavliuk, Halyna Kolesnyk
Machine-learning method for analyzing and predicting the number of hospitalizations of children during the fourth wave of the COVID-19 pandemic in the Lviv region. J. Reliab. Intell. Environ. 9 (1) (2023)
Mykola O. Medykovskyy, Rafal Cupek, Olena Pavliuk, Myroslav Mishchuk
An approach towards AGV battery cell voltage prediction using DL and data pre-processing. CSIT (2023)
Olena Pavliuk, Myroslav Mishchuk
A novel Deep-Learning model for Human Activity Recognition based on Continuous Wavelet Transform. IDDM (2022)
Olena Pavliuk, Tomasz Steclik, Piotr Biernacki
The forecast of the AGV battery discharging via the machine learning methods. Big Data (2022)
Mykola Medykovskyy, Olena Pavliuk, Myroslav Mishchuk
Analysis of the spread of COVID-19 in Ukraine using Google Trends tools. CSIT (2022)
Ivan Izonin, Roman Tkachenko, Roman Pidkostelnyi, Olena Pavliuk, Viktor Khavalko, Anatoliy Batyuk
Experimental Evaluation of the Effectiveness of ANN-based Numerical Data Augmentation Methods for Diagnostics Tasks. IDDM (2021)
Miloslav Chalupka, Kornelius Fuchs, Raphael Heinfling, Nikola Malesevic, Rory Traut, Olena Pavliuk
An Investigation of Traffic and Optimization Opportunities of a Passenger Service System in JFK Airport. IT&AS (2021)
Mvkola Medykovskvi, Olena Pavliuk, Roman Sydorenko
Use of Machine Learning Technologys for the Electric Consumption Forecast. CSIT (1) (2018)