# Effects of loss function and data sparsity on smooth manifold extraction with deep model

> Research article (Expert Systems with Applications, 2022) · cited 17× · AI/ML

**Wikidata**: [openalex:W4220910696](https://www.wikidata.org/wiki/openalex:W4220910696)  
**Source**: https://4ort.xyz/entity/effects-of-loss-function-and-data-sparsity-on-smooth-manifold-extraction-with-deep-model