Anastasiya Doroshenko

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 12

Top Topics

Wireless Sensor

Transformation Model

Optimization Methods

Top Venues

Publications

Olga Narushynska, Vasyl Teslyuk, Anastasiya Doroshenko, Maksym Arzubov
Data Sorting Influence on Short Text Manual Labeling Quality for Hierarchical Classification. Big Data Cogn. Comput. 8 (4) (2024)
Vasyl Teslyuk, Anastasiya Doroshenko, Dmytro Savchuk
Intelligent Methods and Models for Assessing Level of Student Adaptation to Online Learning. COLINS (2023)
Anastasiya Doroshenko
Trustworthy AI in Medicine and Healthcare - abstract. IDDM (2022)
Anastasiya Doroshenko, Kvitoslava Obelovska, Olha Bilyk
Risk analysis of personal data loss in wireless sensor networks. CITRisk (2021)
Serhii Hlod, Anastasiya Doroshenko
Application of augmented reality technologies for education. CSIT (2) (2021)
Dmytro Savchuk, Anastasiya Doroshenko
Investigation of machine learning classification methods effectiveness. CSIT (1) (2021)
Anastasiya Doroshenko
Analysis of the Distribution of COVID-19 in Italy Using Clustering Algorithms. DSMP (2020)
Anastasiya Doroshenko
Application of Global Optimization Methods to Increase the Accuracy of Classification in the Data Mining Tasks. CMIS (2019)
Anastasiya Doroshenko, Roman Tkachenko
Classification of Imbalanced Classes Using the Committee of Neural Networks. CSIT (1) (2018)
Anastasiya Doroshenko
Piecewise-Linear Approach to Classification Based on Geometrical Transformation Model for Imbalanced Dataset. DSMP (2018)
Roman Tkachenko, Hakan Kutucu, Ivan Izonin, Anastasiya Doroshenko, Yurii Tsymbal
Non-iterative Neural-like Predictor for Solar Energy in Libya. ICTERI (2018)
Mykola Medykovskyy, Ivan Tsmots, Yurii Tsymbal, Anastasiya Doroshenko
Development of a regional energy efficiency control system on the basis of intelligent components. CSIT (2016)