A lightweight neural network framework using linear grouped convolution for human activity recognition on mobile devices

Enhanced network optimized generative adversarial network for image enhancement

(2021) Lingyu Yan et al.   MULTIMEDIA TOOLS AND APPLICATIONS

An optimized hybrid deep learning model using ensemble learning approach for human walking activities recognition

(2021) Vijay Bhaskar Semwal et al.   JOURNAL OF SUPERCOMPUTING

An end-to-end deep learning model for human activity recognition from highly sparse body sensor data in Internet of Medical Things environment

(2020) Mohammad Mehedi Hassan et al.   JOURNAL OF SUPERCOMPUTING

Attention-Based Convolutional Neural Network for Weakly Labeled Human Activities’ Recognition With Wearable Sensors

(2019) Kun Wang et al.   IEEE SENSORS JOURNAL

Deep Learning Models for Real-time Human Activity Recognition with Smartphones

(2019) Shaohua Wan et al.   MOBILE NETWORKS & APPLICATIONS

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

Deep learning for sensor-based activity recognition: A Survey

(2018) Jindong Wang et al.   PATTERN RECOGNITION LETTERS

UniMiB SHAR: A Dataset for Human Activity Recognition Using Acceleration Data from Smartphones

(2017) Daniela Micucci et al.   Applied Sciences-Basel

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

(2016) Francisco Ordóñez et al.   SENSORS

Smartphone-Based Recognition of States and State Changes in Bipolar Disorder Patients

(2015) Agnes Grunerbl et al.   IEEE Journal of Biomedical and Health Informatics

A Machine Learning Approach to Improve Contactless Heart Rate Monitoring Using a Webcam

(2014) Hamed Monkaresi et al.   IEEE Journal of Biomedical and Health Informatics

Human Daily Activity Recognition With Sparse Representation Using Wearable Sensors

(2013) Mi Zhang et al.   IEEE Journal of Biomedical and Health Informatics

Designing a Robust Activity Recognition Framework for Health and Exergaming Using Wearable Sensors

(2013) Nabil Alshurafa et al.   IEEE Journal of Biomedical and Health Informatics

Mobile health monitoring system based on activity recognition using accelerometer

(2009) Yu-Jin Hong et al.   SIMULATION MODELLING PRACTICE AND THEORY