A Comparison Study of Classifier Algorithms for Cross-Person Physical Activity Recognition

A Flexible Approach for Human Activity Recognition Using Artificial Hydrocarbon Networks

(2016) Hiram Ponce et al.   SENSORS

Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition

(2016) Francisco Ordóñez et al.   SENSORS

Wearable Sensors for Human Activity Monitoring: A Review

(2015) Subhas Chandra Mukhopadhyay   IEEE SENSORS JOURNAL

User-Independent Recognition of Sports Activities from a Single Wrist-worn Accelerometer: A Template Matching Based Approach

(2015) Jenny Margarito et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

From Wearable Sensors to Smart Implants-–Toward Pervasive and Personalized Healthcare

(2015) Javier Andreu-Perez et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Evaluation of Three State-of-the-Art Classifiers for Recognition of Activities of Daily Living from Smart Home Ambient Data

(2015) Tobias Nef et al.   SENSORS

Low Energy Physical Activity Recognition System on Smartphones

(2015) Luis Morillo et al.   SENSORS

A Survey of Online Activity Recognition Using Mobile Phones

(2015) Muhammad Shoaib et al.   SENSORS

Physical Activities Monitoring Using Wearable Acceleration Sensors Attached to the Body

(2015) Muhammad Arif et al.   PLoS One

A tutorial on human activity recognition using body-worn inertial sensors

(2014) Andreas Bulling et al.   ACM COMPUTING SURVEYS

Feature Selection and Activity Recognition System Using a Single Triaxial Accelerometer

(2014) Piyush Gupta et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

On-line deep learning method for action recognition

(2014) Konstantinos Charalampous et al.   PATTERN ANALYSIS AND APPLICATIONS

A novel confidence-based multiclass boosting algorithm for mobile physical activity monitoring

(2014) Attila Reiss et al.   Personal and Ubiquitous Computing

Weekly sport practice and adolescent well-being

(2013) Arnaud Merglen et al.   ARCHIVES OF DISEASE IN CHILDHOOD

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

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

Exploratory Data Analysis of Acceleration Signals to Select Light-Weight and Accurate Features for Real-Time Activity Recognition on Smartphones

(2013) Adil Khan et al.   SENSORS

Multi-class AdaBoost

(2013) Trevor Hastie et al.   Statistics and Its Interface

Aerobic activity monitoring: towards a long-term approach

(2013) Attila Reiss et al.   Universal Access in the Information Society

A Survey on Human Activity Recognition using Wearable Sensors

(2012) Oscar D. Lara et al.   IEEE Communications Surveys and Tutorials

3D Convolutional Neural Networks for Human Action Recognition

(2012) Shuiwang Ji et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Classification Accuracies of Physical Activities Using Smartphone Motion Sensors

(2012) Wanmin Wu et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Physical activity and mental health in children and adolescents: a review of reviews

(2011) S. J. H. Biddle et al.   BRITISH JOURNAL OF SPORTS MEDICINE

Identifying Types of Physical Activity With a Single Accelerometer: Evaluating Laboratory-trained Algorithms in Daily Life

(2011) I. C. Gyllensten et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A Triaxial Accelerometer-Based Physical-Activity Recognition via Augmented-Signal Features and a Hierarchical Recognizer

(2010) A M Khan et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Systematic review of the health benefits of physical activity and fitness in school-aged children and youth

(2010) Ian Janssen et al.   International Journal of Behavioral Nutrition and Physical Activity