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Author

Bohdan Melnyk

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2 papers indexed here

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Conference Sep 2026

Transformation of Local Finance Management in Ukraine Using Data Science Technologies and Predictive Analytics

This paper presents a framework for transforming local finance management in Ukraine through Data Science and machine learning-based predictive analytics, and demonstrates one component of this framework - shortterm revenue forecasting - on real fiscal data. We identify three systemic data gaps constraining communities...

Taras Panchyshyn, Nataliia Mishchuk, S. Vaskiv et al. · 0 citations
Conference Sep 2026

Application of Transformer Models for Debt Repayment Prediction

Modern financial institutions require reliable tools for forecasting borrowers' repayment capacity, as this directly affects credit risk and the stability of financial systems. Traditional machine learning methods often lose effectiveness when dealing with large volumes of sequential and heterogeneous data. This study...

Yurii Lisovskyi, Ivan Dyyak, Bohdan Melnyk et al. · 0 citations

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