# Detecting Driver Sleepiness Using Consumer Wearable Devices in Manual and Partial Automated Real-Road Driving

> Research article (IEEE Transactions on Intelligent Transportation Systems, 2021) · cited 22× · AI/ML

**Wikidata**: [openalex:W4205795791](https://www.wikidata.org/wiki/openalex:W4205795791)  
**Source**: https://4ort.xyz/entity/detecting-driver-sleepiness-using-consumer-wearable-devices-in-manual-and-partial-automated-real-road-driving
