Helen Zaychenko

According to our database, Helen Zaychenko authored at least 11 papers between 2017 and 2025.

Collaborative distances:

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

2025

A hybrid approach based on swarm intelligence and behavior trees for coordinating autonomous agents.

Michael Zgurovsky, Yuriy P. Zaychenko, Helen Zaichenko, Oleksii Kuzmenko

Proceedings of the Information Technology and Implementation (IT&I) Workshop: Artificial Intelligence Technologies and Data Science (IT&I-WS: AITDS 2025), Kyiv, Ukraine, November 20, 2025

Investigation of the effectiveness of the Hybrid System of Computational Intelligence based on bagging and Group Method of Data Handling in the task of stock index forecasting.

Yevgeniy V. Bodyanskiy, Yuriy P. Zaychenko, Oleksii Kuzmenko, Helen Zaichenko

Proceedings of the International Workshop on Computational Intelligence (IWSCI 2025) co-located with the IV International Scientific Symposium "Intelligent Solutions" (IntSol 2025), 2025

2023

Investigation of Hybrid Deep Learning Networks in Forecasting Energy Supply.

Yuriy P. Zaychenko, Helen Zaichenko, Oleksii Kuzmenko

Proceedings of the Selected Papers of the III International Scientific Symposium "Intelligent Solutions" (IntSol-2023). Symposium Proceedings Kyiv - Uzhhorod, Ukraine, September 27-28, 2023., Kyiv, 2023

Application of Hybrid Neural Networks based on bagging and Group Method of Data Handling for forecasting.

Yevgeniy V. Bodyanskiy, Oleksii Kuzmenko, Helen Zaichenko, Yuriy P. Zaychenko

Proceedings of the 18th IEEE International Conference on Computer Science and Information Technologies, 2023

2022

Investigation of Artificial Intelligence Methods in the Short-Term and Middle-Term Forecasting in Financial Sphere.

Yuriy P. Zaychenko, Helen Zaichenko, Oleksii Kuzmenko

Proceedings of the Selected Papers of the IX International Scientific Conference "Information Technology and Implementation" (IT&I-2022). Conference Proceedings Kyiv, Ukraine, November 30, 2022

2021

Investigation of Hybrid Neo-fuzzy Neural Networks in the Problem of Pandemic Forecasting.

Yuriy P. Zaychenko, Helen Zaychenko, Galib Hamidov

Proceedings of the II International Scientific Symposium "Intelligent Solutions" (IntSol-2021), 2021

Investigation of recurrent networks LSTM in the problem of Covid-19 forecasting.

Yuriy P. Zaychenko, Helen Zaichenko, Galib Hamidov

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

Investigation of Convolutional Neural Networks in the Tasks of Medical Images Analysis and Classification of Breast Tumors.

Yuriy P. Zaychenko, Helen Zaichenko, Galib Hamidov

Proceedings of the 14th International Congress on Image and Signal Processing, 2021

2020

Fuzzy Portfolio Optimization Problem Under Uncertainty and Its Solution.

Yuriy P. Zaychenko, Helen Zaychenko

Proceedings of the IEEE 15th International Conference on Computer Sciences and Information Technologies, 2020

2019

Multicriteria Decision-Making Problems Under Uncertainty and Their Solution.

Yuriy P. Zaychenko, Helen Zaichenko

Proceedings of the Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery - Proceedings of the 15th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2019), Kunming, China, July 20-22, 2019, 2019

2017

Structure optimization of new generation networks.

Yuriy P. Zaychenko, Helen Zaychenko, Galib Hamidov

Proceedings of the 10th International Congress on Image and Signal Processing, 2017