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Author

Rafał Jankowski

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Sep 2026

Early Identification of Debt Collection Cases with Low Recovery Potential Using Machine Learning

Machine learning methods offer new opportunities for improving managerial decision-making and economic efficiency in the management of mass receivables portfolios. This article assesses their potential application in the early identification of debt collection cases with low recovery potential. From the perspective of...

Rafał Jankowski, Ł. Jankowski · 0 citations

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