Daily Activity Recognition and Tremor Quantification from Accelerometer Data for Patients with Essential Tremor Using Stacked Denoising Autoencoders

Deep learning algorithms for human activity recognition using mobile and wearable sensor networks: State of the art and research challenges

(2018) Henry Friday Nweke et al.   EXPERT SYSTEMS WITH APPLICATIONS

Human Activity Classification in Smartphones Using Accelerometer and Gyroscope Sensors

(2018) Ankita Jain et al.   IEEE SENSORS JOURNAL

Human Daily and Sport Activity Recognition Using a Wearable Inertial Sensor Network

(2018) Yu-Liang Hsu et al.   IEEE Access

Activity-aware essential tremor evaluation using deep learning method based on acceleration data

(2018) Xiaochen Zheng et al.   PARKINSONISM & RELATED DISORDERS

Deep Dilation on Multimodality Time Series for Human Activity Recognition

(2018) Rui Xi et al.   IEEE Access

Deep Residual Bidir-LSTM for Human Activity Recognition Using Wearable Sensors

(2018) Yu Zhao et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Robust Human Activity Recognition Using Smartphone Sensors via CT-PCA and Online SVM

(2017) Zhenghua Chen et al.   IEEE Transactions on Industrial Informatics

Device-Free Wireless Localization and Activity Recognition: A Deep Learning Approach

(2017) Jie Wang et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Physical Activity Recognition From Smartphone Accelerometer Data for User Context Awareness Sensing

(2017) Johan Wannenburg et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Continuous Monitoring of Essential Tremor Using a Portable System Based on Smartwatch

(2017) Xiaochen Zheng et al.   Frontiers in Neurology

A Comparative Study on Human Activity Recognition Using Inertial Sensors in a Smartphone

(2016) Aiguo Wang et al.   IEEE SENSORS JOURNAL

To Combat Multi-Class Imbalanced Problems by Means of Over-Sampling Techniques

(2016) Lida Abdi et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Recognition of Human Activities Using Continuous Autoencoders with Wearable Sensors

(2016) Lukun Wang   SENSORS

Decision-tree-based human activity classification algorithm using single-channel foot-mounted gyroscope

(2015) M.W. McCarthy et al.   ELECTRONICS LETTERS

Egocentric Daily Activity Recognition via Multitask Clustering

(2015) Yan Yan et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Human Activity Recognition Process Using 3-D Posture Data

(2015) Salvatore Gaglio et al.   IEEE Transactions on Human-Machine Systems

Feature Selection and Activity Recognition System Using a Single Triaxial Accelerometer

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

A Framework for Daily Activity Monitoring and Fall Detection Based on Surface Electromyography and Accelerometer Signals

(2013) Juan Cheng et al.   IEEE Journal of Biomedical and Health Informatics

Reliability of a new scale for essential tremor

(2012) Rodger Elble et al.   MOVEMENT DISORDERS

Combined measures of movement and force variability distinguish Parkinson’s disease from essential tremor

(2011) Cynthia Poon et al.   CLINICAL NEUROPHYSIOLOGY

A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches

(2011) M. Galar et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE

Personalization Algorithm for Real-Time Activity Recognition Using PDA, Wireless Motion Bands, and Binary Decision Tree

(2010) J Pärkkä et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Deep brain stimulation in the posterior subthalamic area in the treatment of essential tremor

(2010) Patric Blomstedt et al.   MOVEMENT DISORDERS