# Multi-Instance Deep Learning Based on Attention Mechanism for Failure Prediction of Unlabeled Hard Disk Drives

> Research article (IEEE Transactions on Instrumentation and Measurement, 2021) · cited 19× · AI/ML

**Wikidata**: [openalex:W3138290087](https://www.wikidata.org/wiki/openalex:W3138290087)  
**Source**: https://4ort.xyz/entity/multi-instance-deep-learning-based-on-attention-mechanism-for-failure-prediction-of-unlabeled-hard-disk-drives