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Author

Ellana Molchanova

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2 papers indexed here

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Open access Oct 2026

A Semantically Oriented Method for Knowledge Representation in Artificial Intelligence Systems for Cybersecurity

This paper proposes a semantically oriented knowledge-representation method for transforming primary cyber-event data into structured semantic knowledge to support explainable reasoning in cybersecurity decision-making. The core contribution is a transformation mechanism from primary semantic information (PSI) to secon...

Yuliia Kostiuk, Ellana Molchanova, P. Skladannyi et al. · 0 citations
Review Open access Sep 2026

Digital State Governance in Estonia and Poland: Institutional Architectures, Interoperability, and the Transition toward Proactive Public Services

Digital transformation of public administration increasingly concerns not only the online availability of services but also the institutional architecture through which data, identity, interoperability, accountability, and service delivery are organised. Estonia and Poland provide analytically useful cases because both...

Inga Lysiak, Ellana Molchanova, S. Greben · 0 citations

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