Olena Pavliuk

Orcid: 0000-0003-4561-3874

Affiliations:
  • Lviv Polytechnic National University, Ukraine


According to our database1, Olena Pavliuk authored at least 13 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Bibliography

2024
A Two-Stage Feature Selection Method for Neural Network Predictive Models for AGV.
Proceedings of the 1st International Conference on Smart Automation & Robotics for Future Industry (SMARTINDUSTRY 2024), 2024

2023
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., March, 2023

Transfer Learning Approach for Human Activity Recognition Based on Continuous Wavelet Transform.
Algorithms, February, 2023

An approach towards AGV battery cell voltage prediction using DL and data pre-processing.
Proceedings of the 18th IEEE International Conference on Computer Science and Information Technologies, 2023

Predicting AGV Battery Cell Voltage Using a Neural Network Approach with Preliminary Data Analysis and Processing.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
A novel Deep-Learning model for Human Activity Recognition based on Continuous Wavelet Transform.
Proceedings of the 5th International Conference on Informatics & Data-Driven Medicine, Lyon, France, November 18, 2022

Analysis of the spread of COVID-19 in Ukraine using Google Trends tools.
Proceedings of the 17th IEEE International Conference on Computer Sciences and Information Technologies, 2022

The forecast of the AGV battery discharging via the machine learning methods.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
An Investigation of Traffic and Optimization Opportunities of a Passenger Service System in JFK Airport.
Proceedings of the Symposium on Information Technologies & Applied Sciences (IT&AS 2021), 2021

Experimental Evaluation of the Effectiveness of ANN-based Numerical Data Augmentation Methods for Diagnostics Tasks.
Proceedings of the 4th International Conference on Informatics & Data-Driven Medicine, Valencia, Spain, November 19, 2021

2020
Addressing Medical Diagnostics Issues: Essential Aspects of the PNN-based Approach.
Proceedings of the 3rd International Conference on Informatics & Data-Driven Medicine, Växjö, Sweden, November 19, 2020

2018
Development of the Non-Iterative Supervised Learning Predictor Based on the Ito Decomposition and SGTM Neural-Like Structure for Managing Medical Insurance Costs.
Data, 2018

Use of Machine Learning Technologys for the Electric Consumption Forecast.
Proceedings of the Advances in Intelligent Systems and Computing III, 2018


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