Human Activity Recognition from Body Sensor Data using Deep Learning

A robust human activity recognition system using smartphone sensors and deep learning

(2018) Mohammed Mehedi Hassan et al.   Future Generation Computer Systems-The International Journal of eScience

A Survey on Activity Detection and Classification Using Wearable Sensors

(2017) Maria Cornacchia et al.   IEEE SENSORS JOURNAL

A Deep Learning Approach to on-Node Sensor Data Analytics for Mobile or Wearable Devices

(2017) Daniele Ravi et al.   IEEE Journal of Biomedical and Health Informatics

Performance Analysis of Smartphone-Sensor Behavior for Human Activity Recognition

(2017) Yufei Chen et al.   IEEE Access

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

(2016) Francisco Ordóñez et al.   SENSORS

Deep learning

(2015) Yann LeCun et al.   NATURE

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

(2014) Andreas Bulling et al.   ACM COMPUTING SURVEYS

From Smart to Cognitive Phones

(2012) Andrew Campbell et al.   IEEE PERVASIVE COMPUTING

Statistical data mining of streaming motion data for activity and fall recognition in assistive environments

(2012) S.K. Tasoulis et al.   NEUROCOMPUTING

Human activity analysis

(2011) J.K. Aggarwal et al.   ACM COMPUTING SURVEYS

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

Machine Learning Methods for Classifying Human Physical Activity from On-Body Accelerometers

(2010) Andrea Mannini et al.   SENSORS

A survey on vision-based human action recognition

(2009) Ronald Poppe   IMAGE AND VISION COMPUTING

Using acceleration measurements for activity recognition: An effective learning algorithm for constructing neural classifiers

(2008) Jhun-Ying Yang et al.   PATTERN RECOGNITION LETTERS

New neural network classifier of fall-risk based on the Mahalanobis distance and kinematic parameters assessed by a wearable device

(2008) Daniele Giansanti et al.   PHYSIOLOGICAL MEASUREMENT