An Activity Recognition Framework Deploying the Random Forest Classifier and A Single Optical Heart Rate Monitoring and Triaxial Accelerometer Wrist-Band

Field evaluation of a random forest activity classifier for wrist-worn accelerometer data

(2017) Toby G. Pavey et al.   JOURNAL OF SCIENCE AND MEDICINE IN SPORT

Activity Recognition in Youth Using Single Accelerometer Placed at Wrist or Ankle

(2017) ANDREA MANNINI et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

A Comprehensive Analysis on Wearable Acceleration Sensors in Human Activity Recognition

(2017) Majid Janidarmian et al.   SENSORS

Hip and Wrist Accelerometer Algorithms for Free-Living Behavior Classification

(2016) KATHERINE ELLIS et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

How Accurately Can Your Wrist Device Recognize Daily Activities and Detect Falls?

(2016) Martin Gjoreski et al.   SENSORS

Correlation and variable importance in random forests

(2016) Baptiste Gregorutti et al.   STATISTICS AND COMPUTING

Machine learning for activity recognition: hip versus wrist data

(2014) Stewart G Trost et al.   PHYSIOLOGICAL MEASUREMENT

A random forest classifier for the prediction of energy expenditure and type of physical activity from wrist and hip accelerometers

(2014) Katherine Ellis et al.   PHYSIOLOGICAL MEASUREMENT

Long-Term Activity Recognition from Wristwatch Accelerometer Data

(2014) Enrique Garcia-Ceja et al.   SENSORS

Activity Recognition Using a Single Accelerometer Placed at the Wrist or Ankle

(2013) ANDREA MANNINI et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

Estimating Activity and Sedentary Behavior from an Accelerometer on the Hip or Wrist

(2013) MARY E. ROSENBERGER et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

A Framework for Supervising Lifestyle Diseases Using Long-Term Activity Monitoring

(2012) Yongkoo Han et al.   SENSORS

Physical Activity Classification Using the GENEA Wrist-Worn Accelerometer

(2011) SHAOYAN ZHANG et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

A comparison of random forest and its Gini importance with standard chemometric methods for the feature selection and classification of spectral data

(2009) Bjoern H Menze et al.   BMC BIOINFORMATICS

Recovery of heart rate following intense dynamic exercise

(2009) John H. Coote   EXPERIMENTAL PHYSIOLOGY

Physical Activity in the United States Measured by Accelerometer

(2009) RICHARD P. TROIANO et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE