Machine Learning Models for Classifying Physical Activity in Free-Living Preschool Children

A Dual-Accelerometer System for Detecting Human Movement in a Free-living Environment

(2019) Anantha Narayanan et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

Free-living Evaluation of Laboratory-based Activity Classifiers in Preschoolers

(2019) Matthew N. Ahmadi et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

Wrist Acceleration Cut Points for Moderate-to-Vigorous Physical Activity in Youth

(2018) ANTHONY D. OKELY et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

Sensor-enabled Activity Class Recognition in Preschoolers

(2018) STEWART G. TROST et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

Physical Activity Recognition Using Posterior-Adapted Class-Based Fusion of Multiaccelerometer Data

(2018) Alok Kumar Chowdhury et al.   IEEE Journal of Biomedical and Health Informatics

Ensemble Methods for Classification of Physical Activities from Wrist Accelerometry

(2017) ALOK KUMAR CHOWDHURY et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

Cardiovascular Health Promotion in Children: Challenges and Opportunities for 2020 and Beyond: A Scientific Statement From the American Heart Association

(2016) Julia Steinberger et al.   CIRCULATION

Hip and Wrist Accelerometer Algorithms for Free-Living Behavior Classification

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

Performance of Activity Classification Algorithms in Free-Living Older Adults

(2016) JEFFER EIDI SASAKI et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

Preschool Children Physical Activity Measurement: Importance of Epoch Length Choice

(2016) Susana Vale et al.   PEDIATRIC EXERCISE SCIENCE

Comparison of Epoch and Uniaxial versus Triaxial Accelerometers in the Measurement of Physical Activity in Preschool Children: A Validation Study

(2016) Jane F. Hislop et al.   PEDIATRIC EXERCISE SCIENCE

Comparison of Accelerometry Cut Points for Physical Activity and Sedentary Behavior in Preschool Children: A Validation Study

(2016) Jane F. Hislop et al.   PEDIATRIC EXERCISE SCIENCE

Automatic identification of physical activity types and sedentary behaviors from triaxial accelerometer: laboratory-based calibrations are not enough

(2015) Thomas Bastian et al.   JOURNAL OF APPLIED PHYSIOLOGY

Exploring Metrics to Express Energy Expenditure of Physical Activity in Youth

(2015) Robert G. McMurray et al.   PLoS One

Properties of AdeABC and AdeIJK Efflux Systems of Acinetobacter baumannii Compared with Those of the AcrAB-TolC System of Escherichia coli

(2014) Etsuko Sugawara et al.   ANTIMICROBIAL AGENTS AND CHEMOTHERAPY

Machine learning for activity recognition: hip versus wrist data

(2014) Stewart G Trost et al.   PHYSIOLOGICAL MEASUREMENT

A Method to Estimate Free-Living Active and Sedentary Behavior from an Accelerometer

(2013) KATE LYDEN et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

Predictive Validity and Classification Accuracy of ActiGraph Energy Expenditure Equations and Cut-Points in Young Children

(2013) Xanne Janssen et al.   PLoS One

Optimal Placement of Accelerometers for the Detection of Everyday Activities

(2013) Ian Cleland et al.   SENSORS

Artificial Neural Networks to Predict Activity Type and Energy Expenditure in Youth

(2012) STEWART G. TROST et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

Physical Activity Classification Using the GENEA Wrist-Worn Accelerometer

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

Global prevalence and trends of overweight and obesity among preschool children

(2010) Mercedes de Onis et al.   AMERICAN JOURNAL OF CLINICAL NUTRITION

Comparison of Accelerometer Cut Points for Predicting Activity Intensity in Youth

(2010) STEWART G. TROST et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

Methodological considerations in using accelerometers to assess habitual physical activity in children aged 0–5 years

(2009) Dylan P. Cliff et al.   JOURNAL OF SCIENCE AND MEDICINE IN SPORT

Detection of Daily Activities and Sports With Wearable Sensors in Controlled and Uncontrolled Conditions

(2008) M. Ermes et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Epoch Length and Accelerometer Outputs in Children

(2008) JAMES J. MCCLAIN et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE