A Comparative Analysis of Hybrid Deep Learning Models for Human Activity Recognition

Enhanced Human Activity Recognition Based on Smartphone Sensor Data Using Hybrid Feature Selection Model

(2020) Nadeem Ahmed et al.   SENSORS

SmartWheels: Detecting urban features for wheelchair users’ navigation

(2020) Sergio Mascetti et al.   Pervasive and Mobile Computing

Human activity recognition using magnetic induction-based motion signals and deep recurrent neural networks

(2020) Negar Golestani et al.   Nature Communications

Human activity recognition adapted to the type of movement

(2020) Manuel Gil-Martín et al.   COMPUTERS & ELECTRICAL ENGINEERING

Non-intrusive human activity recognition and abnormal behavior detection on elderly people: a review

(2019) Athanasios Lentzas et al.   ARTIFICIAL INTELLIGENCE REVIEW

Human Activity Recognition Using Inertial Sensors in a Smartphone: An Overview

(2019) Wesllen Sousa Lima et al.   SENSORS

IoT Wearable Sensor and Deep Learning: An Integrated Approach for Personalized Human Activity Recognition in a Smart Home Environment

(2019) Valentina Bianchi et al.   IEEE Internet of Things Journal

A context‐awareness model for activity recognition in robot‐assisted scenarios

(2019) Francisco J. Rodriguez Lera et al.   EXPERT SYSTEMS

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

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

Spatio-Temporal Attention-Based LSTM Networks for 3D Action Recognition and Detection

(2018) Sijie Song et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Deep learning for sensor-based activity recognition: A Survey

(2018) Jindong Wang et al.   PATTERN RECOGNITION LETTERS

Recent trends in machine learning for human activity recognition-A survey

(2018) Sreenivasan Ramasamy Ramamurthy et al.   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

Physical Activity Recognition Using Posterior-Adapted Class-Based Fusion of Multiaccelerometer Data

(2018) Alok Kumar Chowdhury et al.   IEEE Journal of Biomedical and Health Informatics

Efficient health-related abnormal behavior detection with visual and inertial sensor integration

(2017) Ying Li et al.   PATTERN ANALYSIS AND APPLICATIONS

Deep Recurrent Neural Networks for Human Activity Recognition

(2017) Abdulmajid Murad et al.   SENSORS

Human activity recognition with smartphone sensors using deep learning neural networks

(2016) Charissa Ann Ronao et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

(2016) Aiguo Wang et al.   IEEE SENSORS JOURNAL

Transition-Aware Human Activity Recognition Using Smartphones

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

A Novel Wearable Sensor-Based Human Activity Recognition Approach Using Artificial Hydrocarbon Networks

(2016) Hiram Ponce et al.   SENSORS

Physical Human Activity Recognition Using Wearable Sensors

(2015) Ferhat Attal et al.   SENSORS

Cross-person activity recognition using reduced kernel extreme learning machine

(2014) Wan-Yu Deng et al.   NEURAL NETWORKS

Classification Accuracies of Physical Activities Using Smartphone Motion Sensors

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