Olena Pavliuk

16 papers B 5C 2Misc 4Journal 2Unranked 3
YearRankTypeTitle / Venue / Authors
2025 B conf
Federated Learning for Wireless Communication Prediction - The Use Case of Internal Logistic System Based on AGV.
IEEE Big Data
Ireneusz Smolka, Olena Pavliuk, Rafal Cupek, Jakub Musial
2025 B conf
Iterative Weighted-Voting Approach for Adaptive Time-Series Anomaly Correction in Federated AGV Systems.
IEEE Big Data
Olena Pavliuk, Myroslav Mishchuk
2024 — conf
A Two-Stage Feature Selection Method for Neural Network Predictive Models for AGV.
SMARTINDUSTRY
Olena Pavliuk, Myroslav Mishchuk, Mykola Medykovskyy, Rafal Cupek
2024 Misc conf
Approach for Smartwatch-Based Complex Human Activity Recognition in Internal Logistics Systems.
CSIT
Myroslav Mishchuk, Olena Pavliuk, Mykola Medykovskyy
2024 Misc conf
Modern Methods of Data Preprocessing to Increase the Accuracy of AGV Battery Discharge Forecast.
CSIT
Olena Pavliuk, Mykola Medykovskyy, Rafal Cupek, Myroslav Mishchuk
2024 B conf
Smartwatch-Based Human Staff Activity Classification: A Use-Case Study in Internal Logistics Systems Utilizing AGVs.
IEEE Big Data
Olena Pavliuk, Myroslav Mishchuk
2023 Misc conf
An approach towards AGV battery cell voltage prediction using DL and data pre-processing.
CSIT
Mykola O. Medykovskyy, Rafal Cupek, Olena Pavliuk, Myroslav Mishchuk
2023 J jnl
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.
Olena Pavliuk, Halyna Kolesnyk
2023 B conf
Predicting AGV Battery Cell Voltage Using a Neural Network Approach with Preliminary Data Analysis and Processing.
IEEE Big Data
Olena Pavliuk, Mykola O. Medykovskyy, Tomasz Steclik
2023 J jnl
Transfer Learning Approach for Human Activity Recognition Based on Continuous Wavelet Transform.
Algorithms
Olena Pavliuk, Myroslav Mishchuk, Christine Strauss
2022 C conf
A novel Deep-Learning model for Human Activity Recognition based on Continuous Wavelet Transform.
IDDM
Olena Pavliuk, Myroslav Mishchuk
2022 Misc conf
Analysis of the spread of COVID-19 in Ukraine using Google Trends tools.
CSIT
Mykola Medykovskyy, Olena Pavliuk, Myroslav Mishchuk
2022 B conf
The forecast of the AGV battery discharging via the machine learning methods.
IEEE Big Data
Olena Pavliuk, Tomasz Steclik, Piotr Biernacki
2021 — conf
An Investigation of Traffic and Optimization Opportunities of a Passenger Service System in JFK Airport.
IT&AS
Miloslav Chalupka, Kornelius Fuchs, Raphael Heinfling, Nikola Malesevic, Rory Traut, Olena Pavliuk
2021 C conf
Experimental Evaluation of the Effectiveness of ANN-based Numerical Data Augmentation Methods for Diagnostics Tasks.
IDDM
Ivan Izonin, Roman Tkachenko, Roman Pidkostelnyi, Olena Pavliuk, Viktor Khavalko, Anatoliy Batyuk
2018 — conf
Use of Machine Learning Technologys for the Electric Consumption Forecast.
CSIT (1)
Mvkola Medykovskvi, Olena Pavliuk, Roman Sydorenko