Anastasiia Doroshenko

Orcid: 0000-0002-7214-5108

According to our database1, Anastasiia Doroshenko authored at least 14 papers between 2016 and 2024.

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

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Data Sorting Influence on Short Text Manual Labeling Quality for Hierarchical Classification.
Big Data Cogn. Comput., April, 2024

2023
Intelligent Methods and Models for Assessing Level of Student Adaptation to Online Learning.
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.
Proceedings of the 5th International Conference on Informatics & Data-Driven Medicine, Lyon, France, November 18, 2022

2021
Investigation of machine learning classification methods effectiveness.
Proceedings of the IEEE 16th International Conference on Computer Sciences and Information Technologies, 2021

Application of augmented reality technologies for education.
Proceedings of the IEEE 16th International Conference on Computer Sciences and Information Technologies, 2021

Risk analysis of personal data loss in wireless sensor networks.
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.
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.
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.
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.
Proceedings of the 14th International Conference on ICT in Education, 2018

Piecewise-Linear Approach to Classification Based on Geometrical Transformation Model for Imbalanced Dataset.
Proceedings of the Second International Conference on Data Stream Mining & Processing, 2018

Classification of Imbalanced Classes Using the Committee of Neural Networks.
Proceedings of the Advances in Intelligent Systems and Computing III, 2018

Issues of Fact-based Information Analysis.
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.
Proceedings of the XIth International Scientific and Technical Conference Computer Sciences and Information Technologies, 2016


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