Anastasiya Doroshenko

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

Anastasiya Doroshenko, 2019, CMIS.

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

Anastasiya Doroshenko, Anastasiya Doroshenko, 2020, 2020 IEEE Third International Conference on Data Stream Mining & Processing (DSMP).

Classification of Imbalanced Classes Using the Committee of Neural Networks

Roman Tkachenko, Anastasiya Doroshenko, R. Tkachenko, 2018, 2018 IEEE 13th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT).

Imbalance Data Classification via Neural-Like Structures of Geometric Transformations Model: Local and Global Approaches

Bohdana Havrysh, Ivan Izonin, Yurii Tsymbal, 2018 .

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

Anastasiya Doroshenko, 2018, 2018 IEEE Second International Conference on Data Stream Mining & Processing (DSMP).

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

Ivan Izonin, Roman Tkachenko, Yurii Tsymbal, 2018, ICTERI.

Application of augmented reality technologies for education

Anastasiya Doroshenko, Serhii Hlod, 2021, 2021 IEEE 16th International Conference on Computer Sciences and Information Technologies (CSIT).

Investigation of machine learning classification methods effectiveness

Anastasiya Doroshenko, Dmytro Savchuk, 2021, 2021 IEEE 16th International Conference on Computer Sciences and Information Technologies (CSIT).