# A novel adaptive optimization framework for SVM hyper-parameters tuning in non-stationary environment: A case study on intrusion detection system

> Research article (Expert Systems with Applications, 2022) · cited 32× · AI/ML

**Wikidata**: [openalex:W4308194848](https://www.wikidata.org/wiki/openalex:W4308194848)  
**Source**: https://4ort.xyz/entity/a-novel-adaptive-optimization-framework-for-svm-hyper-parameters-tuning-in-non-stationary-environment-a-case-study-on-in