Anastasiya Doroshenko

16 papers C 1Misc 2Journal 3Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Analysis of Digital Skills and Infrastructure in EU Countries Based on DESI 2024 Data.
Future Internet
Kvitoslava Obelovska, Andrii Abziatov, Anastasiya Doroshenko, Ivanna Dronyuk, Oleh Liskevych, Rostyslav Liskevych
2025 J jnl
Enhancing Hierarchical Classification in Tree-Based Models Using Level-Wise Entropy Adjustment.
Big Data Cogn. Comput.
Olga Narushynska, Anastasiya Doroshenko, Vasyl Teslyuk, Volodymyr Antoniv, Maksym Arzubov
2024 J jnl
Data Sorting Influence on Short Text Manual Labeling Quality for Hierarchical Classification.
Big Data Cogn. Comput.
Olga Narushynska, Vasyl Teslyuk, Anastasiya Doroshenko, Maksym Arzubov
2024 — conf
Predicting road accidents in smart cities: machine learning approach for enhanced safety.
CIAW
Anastasiya Doroshenko, Dmytro Savchuk
2024 — conf
Preprocessing product descriptions with byte pair encoding: a solution for abbreviation-heavy texts.
CIAW
Vasyl Teslyuk, Anastasiya Doroshenko, Olga Narushynska
2023 — conf
Intelligent Methods and Models for Assessing Level of Student Adaptation to Online Learning.
COLINS (1)
Vasyl Teslyuk, Anastasiya Doroshenko, Dmytro Savchuk
2022 C conf
Trustworthy AI in Medicine and Healthcare - abstract.
IDDM
Anastasiya Doroshenko
2021 — conf
Application of augmented reality technologies for education.
CSIT (2)
Serhii Hlod, Anastasiya Doroshenko
2021 — conf
Investigation of machine learning classification methods effectiveness.
CSIT (1)
Dmytro Savchuk, Anastasiya Doroshenko
2021 — conf
Risk analysis of personal data loss in wireless sensor networks.
CITRisk
Anastasiya Doroshenko, Kvitoslava Obelovska, Olha Bilyk
2020 — conf
Analysis of the Distribution of COVID-19 in Italy Using Clustering Algorithms.
DSMP
Anastasiya Doroshenko
2019 — conf
Application of Global Optimization Methods to Increase the Accuracy of Classification in the Data Mining Tasks.
CMIS
Anastasiya Doroshenko
2018 — conf
Classification of Imbalanced Classes Using the Committee of Neural Networks.
CSIT (1)
Anastasiya Doroshenko, Roman Tkachenko
2018 Misc conf
Non-iterative Neural-like Predictor for Solar Energy in Libya.
ICTERI
Roman Tkachenko, Hakan Kutucu, Ivan Izonin, Anastasiya Doroshenko, Yurii Tsymbal
2018 — conf
Piecewise-Linear Approach to Classification Based on Geometrical Transformation Model for Imbalanced Dataset.
DSMP
Anastasiya Doroshenko
2016 Misc conf
Development of a regional energy efficiency control system on the basis of intelligent components.
CSIT
Mykola Medykovskyy, Ivan Tsmots, Yurii Tsymbal, Anastasiya Doroshenko