An AIoT-enabled Autonomous Dementia Monitoring System. (arXiv:2207.00804v1 [cs.LG])

An autonomous Artificial Internet of Things (AIoT) system for elderly
dementia patients monitoring in a smart home is presented. The system mainly
implements two functions based on the activity inference of the sensor data,
which are real time abnormal activity monitoring and trend prediction of
disease related activities. Specifically, CASAS dataset is employed to train a
Random Forest (RF) model for activity inference. Then, another RF model trained
by the output data of activity inference is used for abnormal activity …

aiot arxiv autonomous lg monitoring