# Towards a NIR Spectroscopy ensemble learning technique competing with the standard ASTM-CFR: An optimal boosting and bagging extreme learning machine algorithms for gasoline octane number prediction

> Research article (Optik, 2022) · cited 13× · AI/ML

**Wikidata**: [openalex:W4220850443](https://www.wikidata.org/wiki/openalex:W4220850443)  
**Source**: https://4ort.xyz/entity/towards-a-nir-spectroscopy-ensemble-learning-technique-competing-with-the-standard-astm-cfr-an-optimal-boosting-and-bagg