Olena Yatsenko

Orcid: 0000-0002-4700-6704

According to our database1, Olena Yatsenko authored at least 20 papers between 2009 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Formal Techniques for Development and Auto-tuning of Parallel Programs.
SN Comput. Sci., March, 2023

Application of Machine Learning Techniques for Forecasting Electricity Generation and Consumption in Ukraine.
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.
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.
Frontiers Robotics AI, 2022

Data Stochastic Preprocessing for Sorting Algorithms.
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.
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.
Int. J. Parallel Emergent Distributed Syst., 2021

Automated Software Design for FPGAs on an Example of Developing a Genetic Algorithm.
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.
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.
Proceedings of the Information and Communication Technologies in Education, Research, and Industrial Applications, 2019

Automated Generation of OpenCL Programs Based on Algebra-Algorithmic Approach.
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.
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.
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.
Proceedings of the 14th International Conference on ICT in Education, 2018

2016
Automated development of a parallel system for distributed streaming data processing.
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).
Proceedings of the 9th International Conference of Programming, Kyiv, 2014

2013
Developing and Optimizing Parallel Programs with Algebra-Algorithmic and Term Rewriting Tools.
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.
Proceedings of the 9th International Conference on ICT in Education, 2013

2012
On Parameter-Driven Generation of Algorithm Schemes.
Proceedings of the 21th International Workshop on Concurrency, 2012

2009
Using Ontologies and Algebra of Algorithms for Formalized Development of Parallel Programs.
Fundam. Informaticae, 2009


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