# Refining understanding of corporate failure through a topological data analysis mapping of Altman’s Z-score model

> Research article (Expert Systems with Applications, 2020) · cited 40× · AI/ML

**Wikidata**: [openalex:W3017645055](https://www.wikidata.org/wiki/openalex:W3017645055)  
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