# Refining one-class representation: A unified transformer for unsupervised time-series anomaly detection

> Research article (Information Sciences, 2023) · cited 24× · AI/ML

**Wikidata**: [openalex:W4388841071](https://www.wikidata.org/wiki/openalex:W4388841071)  
**Source**: https://4ort.xyz/entity/refining-one-class-representation-a-unified-transformer-for-unsupervised-time-series-anomaly-detection