Hierarchical classification method based on selective learning of slacked hierarchy for activity recognition systems

SA Khowaja, BN Yahya, SL Lee - Expert Systems with Applications, 2017 - Elsevier
Physical activity recognition using wearable sensors has gained significant interest from
researchers working in the field of ambient intelligence and human behavior analysis. The …

Validation of a method for the estimation of energy expenditure during physical activity using a mobile device accelerometer

IM Pires, V Felizardo, N Pombo… - Journal of Ambient …, 2018 - content.iospress.com
The main goal of this paper consists on the adaption and validation of a method for the
measurement of the energy expenditure during physical activities. Sensors available in a …

Analysis of Movement Detection Applications in Pregnant Woman Using Body Mechanic and Sensors on Android Devices

EWF Haikal - IOP Conference Series: Materials Science and …, 2019 - iopscience.iop.org
The purpose of this study is to see how accurate the results obtained from the reading of
motion sensors in pregnant women in accordance with the criteria for mechanical motion of …

Classification of Mobile Users' Activities Based on Group Similarity Perception Networks

S Hui, H Shuai, W Zhongmin - 2018 International Conference …, 2018 - ieeexplore.ieee.org
Classifying human activities by using the data collected from a mobile phone accelerometer
plays a fundamental role in a lot of applications. However, the classification effect based on …