Volodymyr Stepashko

On Asymptotic Properties of the GMDH Criteria

2019 · 2019 IEEE 14th International Conference on Computer Sciences and Information Technologies (CSIT)

The paper analyses the problem of the convergence investigation for typical GMDH criteria based on the data sample division into two subsamples. This study is significant for additional justification of applying the GMDH-based inductive modeling …

Ontology-Based Design of Inductive Modeling Tools

2021

The task of structure designe of the software complex of tools for inductive modeling on the GMDH basis is considered. A novel is the use of the knowledge base in the form of an ontology …

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

2022 · 2022 IEEE 17th International Conference on Computer Sciences and Information Technologies (CSIT)

Construction of an ontological metamodel of iterative algorithms is proposed to structure knowledge about these algorithms and their implementation. The metamodel will automate the design and use of specialized software for solving specific applied modeling …