[HTML][HTML] A perspective on human activity recognition from inertial motion data

W Gomaa, MA Khamis - Neural Computing and Applications, 2023 - Springer
Human activity recognition (HAR) using inertial motion data has gained a lot of momentum
in recent years both in research and industrial applications. From the abstract perspective …

[HTML][HTML] An active semi-supervised deep learning model for human activity recognition

H Bi, M Perello-Nieto, R Santos-Rodriguez… - Journal of Ambient …, 2023 - Springer
Human activity recognition (HAR), which aims at inferring the behavioral patterns of people,
is a fundamental research problem in digital health and ambient intelligence. The …

Artificial intelligence in human activity recognition: a review

U Verma, P Tyagi, M Kaur - International Journal of Sensor …, 2023 - inderscienceonline.com
The various activities of human movements have been discussed for several years, such as
sports activities, daily life activities, and so on. Their detection and classification have given …

Temporal-Spatial Dynamic Convolutional Neural Network for Human Activity Recognition Using Wearable Sensors

Y Li, J Wu, W Li, A Fang, W Dong - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The sensor-based human activity recognition (SHAR) task seeks to recognize signals
collected by various sensors embedded in intelligent devices to assist people in their daily …

Risk events recognition using smartphone and machine learning in construction workers' material handling tasks

P Duan, J Zhou, S Tao - Engineering, Construction and Architectural …, 2023 - emerald.com
Purpose The outbreak of the pandemic makes it more difficult to manage the safety or health
of construction workers in infrastructure construction. Risk events in construction workers' …

[HTML][HTML] Preventing Keratoconus through Eye Rubbing Activity Detection: A Machine Learning Approach

G Nokas, T Kotsilieris - Electronics, 2023 - mdpi.com
Keratoconus is a non-inflammatory disease of the eyes diagnosed in more than 1/2000
people, making it significantly common. Among others, eye rubbing has been identified as a …

[HTML][HTML] Smart-Data-Glove-Based Gesture Recognition for Amphibious Communication

L Fan, Z Zhang, B Zhu, D Zuo, X Yu, Y Wang - Micromachines, 2023 - mdpi.com
This study has designed and developed a smart data glove based on five-channel flexible
capacitive stretch sensors and a six-axis inertial measurement unit (IMU) to recognize 25 …

[HTML][HTML] Activity Prediction Based on Deep Learning Techniques

J Park, C Song, M Kim, S Kim - Applied Sciences, 2023 - mdpi.com
Studies on real-time PM2. 5 concentrations per activity in microenvironments are gaining a
lot of attention due to their considerable impact on health. These studies usually assume that …

Adversarial Human Context Recognition: Evasion Attacks and Defenses

A Alajaji, W Gerych, K Chandrasekaran… - 2023 IEEE 47th …, 2023 - ieeexplore.ieee.org
Human Context Recognition (HCR) from smartphone sensor data is a crucial task for
Context-Aware (CA) systems, such as those targeting the healthcare and security domains …

Activity Recognition in IoT

MM Sandhu, S Khalifa, M Portmann… - Self-Powered Internet of …, 2023 - Springer
Due to the advancements in technology and microelectromechanical systems, there is an
exceptional development in the capabilities of sensors and smart devices. Nowadays …