Anastasiia Doroshenko

According to our database, Anastasiia Doroshenko authored at least 16 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Data Sorting Influence on Short Text Manual Labeling Quality for Hierarchical Classification.

Olga Narushynska, Vasyl Teslyuk, Anastasiya Doroshenko, Maksym Arzubov

Big Data Cogn. Comput., April, 2024

Preprocessing product descriptions with byte pair encoding: a solution for abbreviation-heavy texts.

Vasyl Teslyuk, Anastasiya Doroshenko, Olga Narushynska

Proceedings of the Computational Intelligence Application Workshop (CIAW 2024), 2024

Predicting road accidents in smart cities: machine learning approach for enhanced safety.

Anastasiya Doroshenko, Dmytro Savchuk

Proceedings of the Computational Intelligence Application Workshop (CIAW 2024), 2024

2023

Intelligent Methods and Models for Assessing Level of Student Adaptation to Online Learning.

Vasyl Teslyuk, Anastasiya Doroshenko, Dmytro Savchuk

Proceedings of the 7th International Conference on Computational Linguistics and Intelligent Systems. Volume I: Machine Learning Workshop, 2023

2022

Trustworthy AI in Medicine and Healthcare - abstract.

Anastasiya Doroshenko

Proceedings of the 5th International Conference on Informatics & Data-Driven Medicine, Lyon, France, November 18, 2022

2021

Investigation of machine learning classification methods effectiveness.

Dmytro Savchuk, Anastasiya Doroshenko

Proceedings of the IEEE 16th International Conference on Computer Sciences and Information Technologies, 2021

Application of augmented reality technologies for education.

Serhii Hlod, Anastasiya Doroshenko

Proceedings of the IEEE 16th International Conference on Computer Sciences and Information Technologies, 2021

Risk analysis of personal data loss in wireless sensor networks.

Anastasiya Doroshenko, Kvitoslava Obelovska, Olha Bilyk

Proceedings of the 2nd International Workshop on Computational & Information Technologies for Risk-Informed Systems (CITRisk 2021) co-located with XXI International Conference on Information Technologies in Education and Management (ITEM 2021), 2021

2020

Analysis of the Distribution of COVID-19 in Italy Using Clustering Algorithms.

Anastasiya Doroshenko

Proceedings of the IEEE Third International Conference on Data Stream Mining, Processing, 2020

2019

Application of Global Optimization Methods to Increase the Accuracy of Classification in the Data Mining Tasks.

Anastasiya Doroshenko

Proceedings of the Second International Workshop on Computer Modeling and Intelligent Systems (CMIS-2019), 2019

2018

Non-iterative Neural-like Predictor for Solar Energy in Libya.

Roman Tkachenko, Hakan Kutucu, Ivan Izonin, Anastasiya Doroshenko, Yurii Tsymbal

Proceedings of the 14th International Conference on ICT in Education, 2018

Identification of IT Sector Stakeholder's Requirements to Masters Program in Information System in Lviv Region.

Ihor Oleksiv, Ivan Izonin, Viktoriya Kharchuk, Roman Tkachenko, Anastasiia Doroshenko

Proceedings of the 14th International Conference on ICT in Education, 2018

Piecewise-Linear Approach to Classification Based on Geometrical Transformation Model for Imbalanced Dataset.

Anastasiya Doroshenko

Proceedings of the Second International Conference on Data Stream Mining & Processing, 2018

Classification of Imbalanced Classes Using the Committee of Neural Networks.

Anastasiya Doroshenko, Roman Tkachenko

Proceedings of the Advances in Intelligent Systems and Computing III, 2018

Issues of Fact-based Information Analysis.

Natalia Sharonova, Anastasiia Doroshenko, Olga Cherednichenko

Proceedings of the 2nd International Conference on Computational Linguistics and Intelligent Systems, 2018

2016

Development of a regional energy efficiency control system on the basis of intelligent components.

Mykola Medykovskyy, Ivan Tsmots, Yurii Tsymbal, Anastasiya Doroshenko

Proceedings of the XIth International Scientific and Technical Conference Computer Sciences and Information Technologies, 2016