Olena Yatsenko

According to our database, Olena Yatsenko authored at least 22 papers between 2009 and 2024.

Collaborative distances:

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

2024

Modeling Diffusion Transport Mechanisms in Multilayer Nanofilms Using Computer Simulations.

Mykhaylo Petryk, Anatoliy Doroshenko, Dmytro Mykhalyk, Olena Yatsenko

Proceedings of the 14th International Scientific and Practical Programming Conference (UkrPROG 2024), 2024

Predicting 24-Hour Nationwide Electrical Energy Consumption Based on Regression Techniques.

Anatoliy Doroshenko, Dmytro Zhora, Vladyslav Haidukevych, Yaroslav Haidukevych, Olena Yatsenko

Proceedings of the 14th International Scientific and Practical Programming Conference (UkrPROG 2024), 2024

2023

Formal Techniques for Development and Auto-tuning of Parallel Programs.

Anatoliy Doroshenko, Pavlo A. Ivanenko, Olena Yatsenko

SN Comput. Sci., March, 2023

Application of Machine Learning Techniques for Forecasting Electricity Generation and Consumption in Ukraine.

Anatoliy Doroshenko, Dmitry Zhora, Olena Savchuk, Olena Yatsenko

Proceedings of the Selected Papers of the X International Scientific Conference "Information Technology and Implementation" (IT&I-2023). Conference Proceedings, Kyiv, Ukraine, November 20, 2023

Automated Design of a Neuroevolution Program Using Algebra-Algorithmic Tools.

Anatoliy Doroshenko, Illia Achour, Olena Yatsenko

Proceedings of the Information and Communication Technologies in Education, Research, and Industrial Applications, 2023

2022

Human augmentation, not replacement: A research agenda for AI and robotics in the industry.

Sarah Dégallier-Rochat, Mascha Kurpicz-Briki, Nada Endrissat, Olena Yatsenko

Frontiers Robotics AI, 2022

Data Stochastic Preprocessing for Sorting Algorithms.

Viktor Shynkarenko, Anatoliy Doroshenko, Olena Yatsenko, Valentyn Raznosilin, Kostiantyn Halanin

Proceedings of the 13th International Scientific and Practical Programming Conference, 2022

Automated Design of a Parallel Program for Modeling Intraparticle Diffusion and Adsorption in Heterogeneous Nanoporous Media.

Anatoliy Doroshenko, Mykhaylo Petryk, Dmytro Mykhalyk, Pavlo A. Ivanenko, Olena Yatsenko

Proceedings of the 13th International Scientific and Practical Programming Conference, 2022

2021

Enhancing parallelism of distributed algorithms with the actor model and a smart data movement technique.

Anatoliy Doroshenko, Eugene Tulika, Olena Yatsenko

Int. J. Parallel Emergent Distributed Syst., 2021

Automated Software Design for FPGAs on an Example of Developing a Genetic Algorithm.

Anatoliy Doroshenko, Volodymyr Shymkovych, Olena Yatsenko, Tural Mamedov

Proceedings of the 17th International Conference on ICT in Education, Research and Industrial Applications. Integration, Harmonization and Knowledge Transfer. Volume I: Main Conference, PhD Symposium, and Posters, Kherson, Ukraine, September 28, 2021

2020

Автоматизоване проектування та розпаралелювання програм для гетерогенних платформ із використанням алгебро-алгоритмічного інструментарію Automated Design and Parallelization of Programs for Heterogeneous Platforms Using Algebra-Algorithmic Tools.

Anatoliy Doroshenko, Oleksii Beketov, Mykola Bondarenko, Olena Yatsenko

Proceedings of the 12th International Scientific and Practical Conference of Programming (UkrPROG 2020), 2020

2019

Automated Design of Parallel Programs for Heterogeneous Platforms Using Algebra-Algorithmic Tools.

Anatoliy Doroshenko, Oleksii Beketov, Mykola Bondarenko, Olena Yatsenko

Proceedings of the Information and Communication Technologies in Education, Research, and Industrial Applications, 2019

Automated Generation of OpenCL Programs Based on Algebra-Algorithmic Approach.

Anatoliy Doroshenko, Oleksii Beketov, Mykola Bondarenko, Olena Yatsenko

Proceedings of the 15th International Conference on ICT in Education, 2019

2018

Автотюнінг паралельних програм із використанням статистичного моделювання та машинного навчання Parallel software auto-tuning using statistical modeling and machine learning.

Anatoliy Doroshenko, Pavlo A. Ivanenko, Oleksandr Novak, Olena Yatsenko

Proceedings of the 11th International Conference of Programming UkrPROG 2018, Kyiv, 2018

A Mixed Method of Parallel Software Auto-Tuning Using Statistical Modeling and Machine Learning.

Anatoliy Doroshenko, Pavlo A. Ivanenko, Oleksandr Novak, Olena Yatsenko

Proceedings of the Information and Communication Technologies in Education, Research, and Industrial Applications, 2018

Optimization of Parallel Software Tuning with Statistical Modeling and Machine Learning.

Anatoliy Doroshenko, Pavlo A. Ivanenko, Oleksandr Novak, Olena Yatsenko

Proceedings of the 14th International Conference on ICT in Education, 2018

2016

Automated development of a parallel system for distributed streaming data processing.

Dmytro Titov, Anatoliy Doroshenko, Olena Yatsenko

Proceedings of the 10th International Conference of Programming UkrPROG'2016, Kyiv, 2016

2014

Формалізоване проектування та генерація паралельної програми чисельного прогнозування погоди (Formalized designing and generation of parallel program for numerical weather forecasting task).

Anatoliy Doroshenko, Olexiy Beketov, Vitaliy Prusov, Yurii Tyrchak, Olena Yatsenko

Proceedings of the 9th International Conference of Programming, Kyiv, 2014

2013

Developing and Optimizing Parallel Programs with Algebra-Algorithmic and Term Rewriting Tools.

Anatoliy Doroshenko, Kostiantyn Zhereb, Olena Yatsenko

Proceedings of the Information and Communication Technologies in Education, Research, and Industrial Applications, 2013

Using Algebra-Algorithmic and Term Rewriting Tools for Developing Efficient Parallel Programs.

Anatoliy Doroshenko, Kostiantyn Zhereb, Olena Yatsenko

Proceedings of the 9th International Conference on ICT in Education, 2013

2012

On Parameter-Driven Generation of Algorithm Schemes.

Olena Yatsenko

Proceedings of the 21th International Workshop on Concurrency, 2012

2009

Using Ontologies and Algebra of Algorithms for Formalized Development of Parallel Programs.

Anatoliy Doroshenko, Olena Yatsenko

Fundam. Informaticae, 2009