# MBGAN: An improved generative adversarial network with multi-head self-attention and bidirectional RNN for time series imputation

> Research article (Engineering Applications of Artificial Intelligence, 2022) · cited 60× · AI/ML

**Wikidata**: [openalex:W4289201293](https://www.wikidata.org/wiki/openalex:W4289201293)  
**Source**: https://4ort.xyz/entity/mbgan-an-improved-generative-adversarial-network-with-multi-head-self-attention-and-bidirectional-rnn-for-time-series-im