Volodymyr Stepashko

According to our database, Volodymyr Stepashko authored at least 32 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of seven.
• Erdős number of six.

2023

Development of a Decision Support System for the Country Economic Security Area.

Volodymyr Stepashko, Roman Voloschuk

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

Modeling of a Metal Casting Cooling Process Using the GMDH-Based Computer Technology.

Volodymyr Stepashko, Yevheniya Savchenko-Syniakova, Olha Moroz, Olena Tokova, Yaroslav Linder, Volodymyr O. Doroshenko

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

Comparative Performance of Algorithms for Inductive Modeling the Cooling Process of a Metal Casting.

Volodymyr Stepashko, Yevheniya Savchenko-Syniakova, Olha Moroz, Halyna Pidnebesna, Olena Tokova, Yaroslav Linder

Proceedings of the 13th International Conference on Advanced Computer Information Technologies, 2023

2022

Application of the Ontological Approach to the Iterative GMDH Algorithms Metamodel Construction.

Halyna Pidnebesna, Yevgeniya Savchenko-Synyakova, Volodymyr Stepashko

Proceedings of the 17th IEEE International Conference on Computer Sciences and Information Technologies, 2022

An Approach to Restoring Missing Data in an Experimental Sample.

Oleksandra S. Bulgakova, Volodymyr Stepashko, Viacheslav V. Zosimov

Proceedings of the 17th IEEE International Conference on Computer Sciences and Information Technologies, 2022

New Two-Parametric Mutation Operator for Inductive Modelling Using Combinatorial-Genetic Algorithm.

Olha Moroz, Volodymyr Stepashko

Proceedings of the 12th International Conference on Advanced Computer Information Technologies, 2022

2021

Comparison of Data Noise Filtration Methods for Casting Cooling Curves.

Yevgeniya Savchenko-Synyakova, Volodymyr Stepashko, Ihor Surovtsev, Olena Tokova

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

Ontology-Based Design of Inductive Modeling Tools.

Halyna Pidnebesna, Volodymyr Stepashko

Proceedings of the 11th International Conference on Advanced Computer Information Technologies, 2021

2020

Technology of Quantitative Integral Assessment and Forecast of a Complex Economic System Performance.

Volodymyr Stepashko, Roman Voloschuk, Serhiy Yefimenko

Proceedings of the Advances in Intelligent Systems and Computing V, 2020

Asymptotic Properties of a Class of Criteria for Best Model Selection.

Volodymyr Stepashko

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

Study of Asymptotic Behavior of a Broad Class of Criteria for Data-Driven Best Model Selection.

Volodymyr Stepashko

Proceedings of the Advances in Intelligent Systems and Computing V, 2020

Ontology-Based Approach to Construction of Intelligent Interface for Inductive Modeling Tools.

Andriy Pavlov, Halyna Pidnebesna, Volodymyr Stepashko

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

Case Study of the Ukraine Covid Epidemy Process Using Combinatorial-Genetic Method.

Olha Moroz, Volodymyr Stepashko

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

GMDH-Based Discovering Dynamic Regularities of the Ukraine Covid-19 Pandemic Process.

Olha Moroz, Volodymyr Stepashko

Proceedings of the Advances in Intelligent Systems and Computing V, 2020

A Technique for Integral Evaluation and Forecast of the Performance of a Complex Economic System.

Volodymyr Stepashko, Roman Voloschuk, Serhiy Yefimenko

Proceedings of the 10th International Conference on Advanced Computer Information Technologies, 2020

Comparative Effectiveness of Some Approaches to Extracting Most Informative Factors Influencing Algae Bioproductivity.

Halyna Pidnebesna, Volodymyr Stepashko

Proceedings of the 10th International Conference on Advanced Computer Information Technologies, 2020

2019

Revised Successive Search GMDH Algorithm with Recurrent Estimating Model Parameters.

Serhiy Yefimenko, Volodymyr Stepashko

Proceedings of the IEEE 14th International Conference on Computer Sciences and Information Technologies, 2019

Improvement of a Sorting-Out GMDH Algorithm Using Recurrent Estimation of Model Parameters.

Serhiy Yefimenko, Volodymyr Stepashko

Proceedings of the Advances in Intelligent Systems and Computing IV, 2019

On Asymptotic Properties of the GMDH Criteria.

Volodymyr Stepashko

Proceedings of the IEEE 14th International Conference on Computer Sciences and Information Technologies, 2019

Estimation of Computational Complexity of Combinatorial-Genetic Algorithm COMBI-GA.

Olha Moroz, Volodymyr Stepashko

Proceedings of the 9th International Conference on Advanced Computer Information Technologies, 2019

2018

From Inductive to Intelligent Modeling.

Volodymyr Stepashko

Proceedings of the Advances in Intelligent Systems and Computing III, 2018

On the Self-organizing Induction-Based Intelligent Modeling.

Volodymyr Stepashko

Proceedings of the Advances in Intelligent Systems and Computing III, 2018

A New Method of Comparing Cooling Curves to Recognize the Casting Quality.

Yevgeniya Savchenko, Volodymyr Stepashko, Olena Tokova

Proceedings of the Advances in Intelligent Systems and Computing III, 2018

Metamodeling as a Way to Universalization of Inductive Modeling Tools.

Yevgeniya Savchenko, Volodymyr Stepashko

Proceedings of the Advances in Intelligent Systems and Computing III, 2018

Data Reconstruction of Seasonal Changes of Amylolytic Microorganisms Amount in Copper Polluted Soils.

Olha Moroz, Volodymyr Stepashko

Proceedings of the Advances in Intelligent Systems and Computing III, 2018

A Method for Reconstruction of Unmeasured Data on Seasonal Changes of Microorganisms Quantity in Heavy Metal Polluted Soil.

Olha Moroz, Volodymyr Stepashko

Proceedings of the Advances in Intelligent Systems and Computing III, 2018

On Construction of Inductive Modeling Ontology as a Metamodel of the Subject Field.

Halyna Pidnebesna, Volodymyr Stepashko

Proceedings of the International Conference Advanced Computer Information Technologies, 2018

Inductive Modeling of Amylolytic Microorganisms Quantity in Copper Polluted Soils.

Olha Moroz, Volodymyr Stepashko

Proceedings of the International Conference Advanced Computer Information Technologies, 2018

2017

Inductive modeling from historical perspective.

Volodymyr Stepashko

Proceedings of the 2017 12th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT), Lviv, Ukraine, September 5-8, 2017, 2017

Numerical study of the generalized iterative algorithm GIA GMDH with active neurons.

Oleksandra S. Bulgakova, Volodymyr Stepashko, Viacheslav V. Zosimov

Proceedings of the 2017 12th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT), Lviv, Ukraine, September 5-8, 2017, 2017

2016

Hybrid searching GMDH-GA algorithm for solving inductive modeling tasks.

Volodymyr Stepashko, Olha Moroz

Proceedings of the First International Conference on Data Stream Mining & Processing, 2016

2015

Inductive Building of Search Results Ranking Models to Enhance the Relevance of Text Information Retrieval.

Viacheslav V. Zosimov, Volodymyr Stepashko, Oleksandra S. Bulgakova

Proceedings of the 26th International Workshop on Database and Expert Systems Applications, 2015