Volodymyr Stepashko

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 32

Top Topics

Historical Perspective

Genetic Algorithm

Top Venues

Publications

Volodymyr Stepashko, Yevheniya Savchenko-Syniakova, Olha Moroz, Olena Tokova, Yaroslav Linder, Volodymyr O. Doroshenko
Modeling of a Metal Casting Cooling Process Using the GMDH-Based Computer Technology. CSIT (2023)
Volodymyr Stepashko, Roman Voloschuk
Development of a Decision Support System for the Country Economic Security Area. CSIT (2023)
Volodymyr Stepashko, Yevheniya Savchenko-Syniakova, Olha Moroz, Halyna Pidnebesna, Olena Tokova, Yaroslav Linder
Comparative Performance of Algorithms for Inductive Modeling the Cooling Process of a Metal Casting. ACIT (2023)
Olha Moroz, Volodymyr Stepashko
New Two-Parametric Mutation Operator for Inductive Modelling Using Combinatorial-Genetic Algorithm. ACIT (2022)
Halyna Pidnebesna, Yevgeniya Savchenko-Synyakova, Volodymyr Stepashko
Application of the Ontological Approach to the Iterative GMDH Algorithms Metamodel Construction. CSIT (2022)
Oleksandra S. Bulgakova, Volodymyr Stepashko, Viacheslav V. Zosimov
An Approach to Restoring Missing Data in an Experimental Sample. CSIT (2022)
Halyna Pidnebesna, Volodymyr Stepashko
Ontology-Based Design of Inductive Modeling Tools. ACIT (2021)
Yevgeniya Savchenko-Synyakova, Volodymyr Stepashko, Ihor Surovtsev, Olena Tokova
Comparison of Data Noise Filtration Methods for Casting Cooling Curves. CSIT (1) (2021)
Andriy Pavlov, Halyna Pidnebesna, Volodymyr Stepashko
Ontology-Based Approach to Construction of Intelligent Interface for Inductive Modeling Tools. CSIT (2) (2020)
Volodymyr Stepashko
Asymptotic Properties of a Class of Criteria for Best Model Selection. CSIT (2) (2020)
Halyna Pidnebesna, Volodymyr Stepashko
Comparative Effectiveness of Some Approaches to Extracting Most Informative Factors Influencing Algae Bioproductivity. ACIT (2020)
Olha Moroz, Volodymyr Stepashko
GMDH-Based Discovering Dynamic Regularities of the Ukraine Covid-19 Pandemic Process. CSIT (2020)
Volodymyr Stepashko, Roman Voloschuk, Serhiy Yefimenko
A Technique for Integral Evaluation and Forecast of the Performance of a Complex Economic System. ACIT (2020)
Volodymyr Stepashko
Study of Asymptotic Behavior of a Broad Class of Criteria for Data-Driven Best Model Selection. CSIT (2020)
Volodymyr Stepashko, Roman Voloschuk, Serhiy Yefimenko
Technology of Quantitative Integral Assessment and Forecast of a Complex Economic System Performance. CSIT (2020)
Olha Moroz, Volodymyr Stepashko
Case Study of the Ukraine Covid Epidemy Process Using Combinatorial-Genetic Method. CSIT (2) (2020)
Olha Moroz, Volodymyr Stepashko
Estimation of Computational Complexity of Combinatorial-Genetic Algorithm COMBI-GA. ACIT (2019)
Serhiy Yefimenko, Volodymyr Stepashko
Revised Successive Search GMDH Algorithm with Recurrent Estimating Model Parameters. CSIT (1) (2019)
Serhiy Yefimenko, Volodymyr Stepashko
Improvement of a Sorting-Out GMDH Algorithm Using Recurrent Estimation of Model Parameters. CSIT (2019)
Volodymyr Stepashko
On Asymptotic Properties of the GMDH Criteria. CSIT (1) (2019)
Volodymyr Stepashko
On the Self-organizing Induction-Based Intelligent Modeling. CSIT (2018)
Yevgeniya Savchenko, Volodymyr Stepashko
Metamodeling as a Way to Universalization of Inductive Modeling Tools. CSIT (1) (2018)
Olha Moroz, Volodymyr Stepashko
Data Reconstruction of Seasonal Changes of Amylolytic Microorganisms Amount in Copper Polluted Soils. CSIT (1) (2018)
Olha Moroz, Volodymyr Stepashko
A Method for Reconstruction of Unmeasured Data on Seasonal Changes of Microorganisms Quantity in Heavy Metal Polluted Soil. CSIT (2018)
Olha Moroz, Volodymyr Stepashko
Inductive Modeling of Amylolytic Microorganisms Quantity in Copper Polluted Soils. ACIT (2018)
Halyna Pidnebesna, Volodymyr Stepashko
On Construction of Inductive Modeling Ontology as a Metamodel of the Subject Field. ACIT (2018)
Volodymyr Stepashko
From Inductive to Intelligent Modeling. CSIT (1) (2018)
Yevgeniya Savchenko, Volodymyr Stepashko, Olena Tokova
A New Method of Comparing Cooling Curves to Recognize the Casting Quality. CSIT (1) (2018)
Volodymyr Stepashko
Inductive modeling from historical perspective. CSIT (1) (2017)
Oleksandra S. Bulgakova, Volodymyr Stepashko, Viacheslav V. Zosimov
Numerical study of the generalized iterative algorithm GIA GMDH with active neurons. CSIT (1) (2017)
Volodymyr Stepashko, Olha Moroz
Hybrid searching GMDH-GA algorithm for solving inductive modeling tasks. DSMP (2016)
Viacheslav V. Zosimov, Volodymyr Stepashko, Oleksandra S. Bulgakova
Inductive Building of Search Results Ranking Models to Enhance the Relevance of Text Information Retrieval. DEXA Workshops (2015)