# Deformation extent prediction of roadway roof during non-support period using support vector regression combined with swarm intelligent bionic optimization algorithms

> Research article (Tunnelling and Underground Space Technology, 2024) · cited 13× · AI/ML

**Wikidata**: [openalex:W4390738128](https://www.wikidata.org/wiki/openalex:W4390738128)  
**Source**: https://4ort.xyz/entity/deformation-extent-prediction-of-roadway-roof-during-non-support-period-using-support-vector-regression-combined-with-sw