# Automatic Detection of Concrete Spalling Using Piecewise Linear Stochastic Gradient Descent Logistic Regression and Image Texture Analysis

> Research article (Complexity, 2019) · cited 44× · AI/ML

**Wikidata**: [openalex:W2962509684](https://www.wikidata.org/wiki/openalex:W2962509684)  
**Source**: https://4ort.xyz/entity/automatic-detection-of-concrete-spalling-using-piecewise-linear-stochastic-gradient-descent-logistic-regression-and-imag