Omar Aziz

Publication Activity (10 Years)

Years Active: 2012-2021
Publications (10 Years): 6

Top Topics

Classification Models

Comprehensive Set

Top Venues

Medical Biol. Eng. Comput.

Publications

Kohle J. Merry, Evan Macdonald, Megan MacPherson, Omar Aziz, Edward J. Park, Michael Ryan, Carolyn J. Sparrey
Classifying sitting, standing, and walking using plantar force data. Medical Biol. Eng. Comput. 59 (7-8) (2021)
Omar Aziz, Shaghayegh Zihajehzadeh, Aerin Park, Chul-Gyu Tae, Edward J. Park
Improving Energy Expenditure Estimation through Activity Classification and Walking Speed Estimation Using a Smartwatch. EMBC (2020)
Shaghayegh Zihajehzadeh, Omar Aziz, Chul-Gyu Tae, Edward J. Park
Combined Regression and Classification Models for Accurate Estimation of Walking Speed Using a Wrist-worn IMU. EMBC (2018)
Andreas Ejupi, Chantel Galang, Omar Aziz, Edward J. Park, Stephen N. Robinovitch
Accuracy of a wavelet-based fall detection approach using an accelerometer and a barometric pressure sensor. EMBC (2017)
Omar Aziz, Magnus Musngi, Edward J. Park, Greg Mori, Stephen N. Robinovitch
A comparison of accuracy of fall detection algorithms (threshold-based vs. machine learning) using waist-mounted tri-axial accelerometer signals from a comprehensive set of falls and non-fall trials. Medical Biol. Eng. Comput. 55 (1) (2017)
Omar Aziz, Stephen N. Robinovitch, Edward J. Park
Identifying the number and location of body worn sensors to accurately classify walking, transferring and sedentary activities. EMBC (2016)
Omar Aziz, Colin M. Russell, Edward J. Park, Stephen N. Robinovitch
The effect of window size and lead time on pre-impact fall detection accuracy using support vector machine analysis of waist mounted inertial sensor data. EMBC (2014)
Omar Aziz, Edward J. Park, Greg Mori, Stephen N. Robinovitch
Distinguishing near-falls from daily activities with wearable accelerometers and gyroscopes using Support Vector Machines. EMBC (2012)