Theresa M Harrison, Trevor Chadwick, Stefania Pezzoli, JiaQie Lee, Susan M Landau, William J Jagust
Cognitive Trajectories and Alzheimer Disease Biomarkers: From Successful Cognitive Aging to Clinical Impairment
Annals of neurology
farming fundamental factor driving economic development regions world agricultural activity labor always hazardous result injury even death perception encourages farmers use proper tools receive training work safe environment wearable device internet things iot subsystem device read sensor data well compute send information investigated validation simulation dataset determine whether accidents occurred farmers applying hierarchical temporal memory htm classifier dataset input quaternion feature represents 3d rotation performance metrics analysis showed significant 8800 accuracy precision 099 recall 004 fscore 009 average mean square error mse 510 mean absolute error mae 019 root mean squared error rmse 151 validation dataset 5400 accuracy precision 097 recall 050 fscore 066 mse 006 mae 324 151 farmingpack motion capture mocap dataset computational framework wearable device technology connected ubiquitous systems well statistical results demonstrate proposed method feasible effective solving problems constraints time series dataset acceptable usable real rural farming environment optimal solutions