Olena Yatsenko

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 16

Top Topics

Artificial Immune Algorithm

Statistical Modeling

Heterogeneous Platforms

Automated Design

Top Venues

ICTERI (Revised Selected Papers)

Publications

Anatoliy Doroshenko, Dmitry Zhora, Olena Savchuk, Olena Yatsenko
Application of Machine Learning Techniques for Forecasting Electricity Generation and Consumption in Ukraine. IT&I (2023)
Anatoliy Doroshenko, Pavlo A. Ivanenko, Olena Yatsenko
Formal Techniques for Development and Auto-tuning of Parallel Programs. SN Comput. Sci. 4 (2) (2023)
Anatoliy Doroshenko, Illia Achour, Olena Yatsenko
Automated Design of a Neuroevolution Program Using Algebra-Algorithmic Tools. ICTERI (2023)
Anatoliy Doroshenko, Mykhaylo Petryk, Dmytro Mykhalyk, Pavlo A. Ivanenko, Olena Yatsenko
Automated Design of a Parallel Program for Modeling Intraparticle Diffusion and Adsorption in Heterogeneous Nanoporous Media. UkrPROG (2022)
Sarah Dégallier-Rochat, Mascha Kurpicz-Briki, Nada Endrissat, Olena Yatsenko
Human augmentation, not replacement: A research agenda for AI and robotics in the industry. Frontiers Robotics AI 9 (2022)
Viktor Shynkarenko, Anatoliy Doroshenko, Olena Yatsenko, Valentyn Raznosilin, Kostiantyn Halanin
Data Stochastic Preprocessing for Sorting Algorithms. UkrPROG (2022)
Sarah Dégallier-Rochat, Mascha Kurpicz-Briki, Nada Endrissat, Olena Yatsenko
Human augmentation, not replacement: A research agenda for AI and robotics in the industry. Future Internet 9 (2022)
Anatoliy Doroshenko, Volodymyr Shymkovych, Olena Yatsenko, Tural Mamedov
Automated Software Design for FPGAs on an Example of Developing a Genetic Algorithm. ICTERI (2021)
Anatoliy Doroshenko, Eugene Tulika, Olena Yatsenko
Enhancing parallelism of distributed algorithms with the actor model and a smart data movement technique. Int. J. Parallel Emergent Distributed Syst. 36 (6) (2021)
Anatoliy Doroshenko, Oleksii Beketov, Mykola Bondarenko, Olena Yatsenko
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. UkrPROG (2020)
Anatoliy Doroshenko, Oleksii Beketov, Mykola Bondarenko, Olena Yatsenko
Automated Design of Parallel Programs for Heterogeneous Platforms Using Algebra-Algorithmic Tools. ICTERI (Revised Selected Papers) (2019)
Anatoliy Doroshenko, Oleksii Beketov, Mykola Bondarenko, Olena Yatsenko
Automated Generation of OpenCL Programs Based on Algebra-Algorithmic Approach. ICTERI (2019)
Anatoliy Doroshenko, Pavlo A. Ivanenko, Oleksandr Novak, Olena Yatsenko
Optimization of Parallel Software Tuning with Statistical Modeling and Machine Learning. ICTERI (2018)
Anatoliy Doroshenko, Pavlo A. Ivanenko, Oleksandr Novak, Olena Yatsenko
A Mixed Method of Parallel Software Auto-Tuning Using Statistical Modeling and Machine Learning. ICTERI (Revised Selected Papers) (2018)
Anatoliy Doroshenko, Pavlo A. Ivanenko, Oleksandr Novak, Olena Yatsenko
Автотюнінг паралельних програм із використанням статистичного моделювання та машинного навчання Parallel software auto-tuning using statistical modeling and machine learning. UkrPROG (2018)
Dmytro Titov, Anatoliy Doroshenko, Olena Yatsenko
Automated development of a parallel system for distributed streaming data processing. UkrPROG (2016)
Anatoliy Doroshenko, Olexiy Beketov, Vitaliy Prusov, Yurii Tyrchak, Olena Yatsenko
Формалізоване проектування та генерація паралельної програми чисельного прогнозування погоди (Formalized designing and generation of parallel program for numerical weather forecasting task). UkrPROG (2014)
Anatoliy Doroshenko, Kostiantyn Zhereb, Olena Yatsenko
Using Algebra-Algorithmic and Term Rewriting Tools for Developing Efficient Parallel Programs. ICTERI (2013)
Anatoliy Doroshenko, Kostiantyn Zhereb, Olena Yatsenko
Developing and Optimizing Parallel Programs with Algebra-Algorithmic and Term Rewriting Tools. ICTERI (Revised Selected Papers) (2013)
Olena Yatsenko
On Parameter-Driven Generation of Algorithm Schemes. CS&P (2012)
Anatoliy Doroshenko, Olena Yatsenko
Using Ontologies and Algebra of Algorithms for Formalized Development of Parallel Programs. Fundam. Informaticae 93 (1-3) (2009)