# Air Quality Prediction Based on Time Series Decomposition and Convolutional Sparse Self-Attention Mechanism Transformer Model

> Research article (IEEE Access, 2024) · cited 12× · AI/ML

**Wikidata**: [openalex:W4403636032](https://www.wikidata.org/wiki/openalex:W4403636032)  
**Source**: https://4ort.xyz/entity/air-quality-prediction-based-on-time-series-decomposition-and-convolutional-sparse-self-attention-mechanism-transformer-