# Sleep pattern inference using IoT sonar monitoring and machine learning with Kennard-stone balance algorithm

> Research article (Computers & Electrical Engineering, 2021) · cited 10× · AI/ML

**Wikidata**: [openalex:W3182270629](https://www.wikidata.org/wiki/openalex:W3182270629)  
**Source**: https://4ort.xyz/entity/sleep-pattern-inference-using-iot-sonar-monitoring-and-machine-learning-with-kennard-stone-balance-algorithm