Wearable Sensor-Based Human Activity Recognition with Transformer Model

Human Activity Recognition Based on Residual Network and BiLSTM

(2022) Yong Li et al.   SENSORS

Deep Learning in Human Activity Recognition with Wearable Sensors: A Review on Advances

(2022) Shibo Zhang et al.   SENSORS

Deep Temporal Convolution Network for Time Series Classification

(2021) Bee Hock David Koh et al.   SENSORS

Human Activity Recognition through Recurrent Neural Networks for Human–Robot Interaction in Agriculture

(2021) Athanasios Anagnostis et al.   Applied Sciences-Basel

New Sensor Data Structuring for Deeper Feature Extraction in Human Activity Recognition

(2021) Tsige Tadesse Alemayoh et al.   SENSORS

Speed controller-based fuzzy logic for a biosignal-feedbacked cycloergometer

(2021) S. Aldo Lechuga Ensastiga et al.   COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING

A review of multimodal human activity recognition with special emphasis on classification, applications, challenges and future directions

(2021) Santosh Kumar Yadav et al.   KNOWLEDGE-BASED SYSTEMS

KU-HAR: An open dataset for heterogeneous human activity recognition

(2021) Niloy Sikder et al.   PATTERN RECOGNITION LETTERS

A High-Accuracy Mathematical Morphology and Multilayer Perceptron-Based Approach for Melanoma Detection

(2020) Luz-María Sánchez-Reyes et al.   Applied Sciences-Basel

Wearable Sensor-Based Human Activity Recognition Using Hybrid Deep Learning Techniques

(2020) Huaijun Wang et al.   Security and Communication Networks

Bi-LSTM Model to Increase Accuracy in Text Classification: Combining Word2vec CNN and Attention Mechanism

(2020) Beakcheol Jang et al.   Applied Sciences-Basel

Passive Sensing of Health Outcomes Through Smartphones: Systematic Review of Current Solutions and Possible Limitations

(2019) Alina Trifan et al.   JMIR mHealth and uHealth

A New Approach for Motor Imagery Classification Based on Sorted Blind Source Separation, Continuous Wavelet Transform, and Convolutional Neural Network

(2019) César J. Ortiz-Echeverri et al.   SENSORS

Wearable-Sensor-based Detection and Prediction of Freezing of Gait in Parkinson’s Disease: A Review

(2019) Pardoel et al.   SENSORS

Imaging and fusing time series for wearable sensor-based human activity recognition

(2019) Zhen Qin et al.   Information Fusion

Multiscale Convolutional Neural Networks for Fault Diagnosis of Wind Turbine Gearbox

(2018) Guoqian Jiang et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Locomotion Activity Recognition Using Stacked Denoising Autoencoders

(2018) Fuqiang Gu et al.   IEEE Internet of Things Journal

Time Series Classification with Multivariate Convolutional Neural Network

(2018) Chien-Liang Liu et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Large Scale Population Assessment of Physical Activity Using Wrist Worn Accelerometers: The UK Biobank Study

(2017) Aiden Doherty et al.   PLoS One

Mobile Devices For The Real Time Detection Of Specific Human Motion Disorders

(2016) Fernanda Irrera et al.   IEEE SENSORS JOURNAL

Transition-Aware Human Activity Recognition Using Smartphones

(2016) Jorge-L. Reyes-Ortiz et al.   NEUROCOMPUTING

A Natural Walking Monitor for Pulmonary Patients Using Mobile Phones

(2015) Joshua Juen et al.   IEEE Journal of Biomedical and Health Informatics

Failure diagnosis using deep belief learning based health state classification

(2013) Prasanna Tamilselvan et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY