# Pre-training Enhanced Transformer for multivariate time series anomaly detection

> Research article (Information Fusion, 2025) · cited 11× · AI/ML

**Wikidata**: [openalex:W4409261150](https://www.wikidata.org/wiki/openalex:W4409261150)  
**Source**: https://4ort.xyz/entity/pre-training-enhanced-transformer-for-multivariate-time-series-anomaly-detection