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Anastasiya Doroshenko

Observed names: A. V. Doroshenko, Anastasia Doroshenko, Anastasіya Doroshenko, А. В. Дорошенко, А.В. Дорошенко
ORCID: 0000-0002-7214-5108
Observed ORCID: 0000-0002-7214-5108
OpenAlex ID: A5058784466
Imbalance Data Classification via Neural-Like Structures of Geometric Transformations Model: Local and Global Approaches
2018 · Roman Tkachenko, Anastasiya Doroshenko, et al. · Advances in intelligent systems and computing · 31
Analysis of Digital Skills and Infrastructure in EU Countries Based on DESI 2024 Data
2025 · Kvitoslava Obelovska, Andrii Abziatov, et al. · Future Internet · 29
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Non-Iterative Neural-Like Predictor for Solar Energy in Libya
2018 · Tkachenko, Roman, Kutucu, Hakan, et al. · 20
Analysis of the Distribution of COVID-19 in Italy Using Clustering Algorithms
2020 · Anastasiya Doroshenko · IEEE International Conference on Data Stream Mining & Processing (DSMP) · 19
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Piecewise-Linear Approach to Classification Based on Geometrical Transformation Model for Imbalanced Dataset
2018 · Anastasiya Doroshenko · IEEE International Conference on Data Stream Mining & Processing (DSMP) · 12
Data Sorting Influence on Short Text Manual Labeling Quality for Hierarchical Classification
2024 · Olga Narushynska, Vasyl Teslyuk, et al. · Big Data and Cognitive Computing · 11
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Enhancing Hierarchical Classification in Tree-Based Models Using Level-Wise Entropy Adjustment
2025 · Olga Narushynska, Anastasiya Doroshenko, et al. · Big Data and Cognitive Computing · 10
Development of a regional energy efficiency control system on the basis of intelligent components
2016 · Mykola Medykovskyy, Ivan Tsmots, et al. · IEEE International Conference on Computer Sciences and Information Technologies (CSIT) · 10
Investigation of machine learning classification methods effectiveness
2021 · Dmytro Savchuk, Anastasiya Doroshenko · IEEE International Conference on Computer Sciences and Information Technologies (CSIT) · 9
Classification of Imbalanced Classes Using the Committee of Neural Networks
2018 · Anastasiya Doroshenko, Roman Tkachenko · IEEE International Conference on Computer Sciences and Information Technologies (CSIT) · 8
Application of augmented reality technologies for education
2021 · Serhii Hlod, Anastasiya Doroshenko · IEEE International Conference on Computer Sciences and Information Technologies (CSIT) · 6
Application of Global Optimization Methods to Increase the Accuracy of Classification in the Data Mining Tasks
2019 · Anastasiya Doroshenko · 6
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Ефективність застосування методів класифікації для задач інтелектуального аналізу великих даних
2024 · В. В. Петрина, А. В. Дорошенко · Науковий вісник НЛТУ України · 5
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Research of data mining methods for classification of imbalanced data sets
2024 · A. V. Doroshenko, D. Y. Savchuk · Ukrainian Journal of Information Technology · 5
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Explainable AI methods to increase trustworthiness in healthcare
2024 · Dmytro Savchuk, Anastasiya Doroshenko · Elsevier eBooks · 3
Identification of IT Sector Stakeholder's Requirements to Masters Program in Information System in Lviv Region.
2018 · Ihor Oleksiv, Ivan Izonin, et al. · ICTERI · 2
Модель та засоби збирання та оброблення даних з використанням машинного навчання
2023 · V. V. Petryna, A. V. Doroshenko, et al. · Науковий вісник НЛТУ України · 1
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Two-Stage Versus One-Stage Architectures for Detecting Small, Distant Ground Vehicles on Edge Hardware: A Controlled Multi-Seed Evaluation of Accuracy, Speed, and Corruption Robustness
2026 · Anastasiya Doroshenko, Serhii Hlod, et al. · Technologies
Horizon-Specific Traffic Flow Forecasting with DBSCAN-Based Sensor Typing and Trustworthy Explanations
2026 · Dmytro Savchuk, Anastasiya Doroshenko, et al. · Big Data and Cognitive Computing
Comparative Analysis of Yolov8 and Yolov10 for Real-time Object Detection on a Specialized Military Dataset
2026 · S. I. Hlod, A. V. Doroshenko · Ukrainian Journal of Information Technology
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Вибір ефективної моделі для розпізнавання військових об'єктів у режимі реального часу на спеціалізованих наборах даних
2025 · С. І. Глод, А. В. Дорошенко · Науковий вісник НЛТУ України
Contributors
2024 · Dayal Kumar Behera, Subhranil Das, et al. · Elsevier eBooks
出版出力システムにおける画像処理法の研究【jst・京大機械翻訳】
2018 · Durnyak Bohdan, Tymchenko Bohdana Havrysh Oleksandr, et al. · IEEE Conference Proceedings
Works count: 24
Citation count: 187
H-index: 9
I10-index: 8
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