# Machine Learning and Synthetic Minority Oversampling Techniques for Imbalanced Data: Improving Machine Failure Prediction

> Research article (Computers, materials & continua/Computers, materials & continua (Print), 2023) · cited 13× · AI/ML

**Wikidata**: [openalex:W4372082082](https://www.wikidata.org/wiki/openalex:W4372082082)  
**Source**: https://4ort.xyz/entity/machine-learning-and-synthetic-minority-oversampling-techniques-for-imbalanced-data-improving-machine-failure-prediction