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A systematic review of smartphone-based human activity recognition methods for health research
Smartphones are now nearly ubiquitous; their numerous built-in sensors enable continuous
measurement of activities of daily living, making them especially well-suited for health …
measurement of activities of daily living, making them especially well-suited for health …
Advanced IoT-based human activity recognition and localization using Deep Polynomial neural network
Advancements in smartphone sensor technologies have significantly enriched the field of
human activity recognition, facilitating a wide array of applications from health monitoring to …
human activity recognition, facilitating a wide array of applications from health monitoring to …
[HTML][HTML] Intelligent localization and deep human activity recognition through IoT devices
Ubiquitous computing has been a green research area that has managed to attract and
sustain the attention of researchers for some time now. As ubiquitous computing …
sustain the attention of researchers for some time now. As ubiquitous computing …
Device position-independent human activity recognition with wearable sensors using deep neural networks
Human activity recognition (HAR) identifies people's motions and actions in daily life. HAR
research has grown with the popularity of internet-connected, wearable sensors that capture …
research has grown with the popularity of internet-connected, wearable sensors that capture …
Real-time physical activity recognition on smart mobile devices using convolutional neural networks
Given the ubiquity of mobile devices, understanding the context of human activity with non-
intrusive solutions is of great value. A novel deep neural network model is proposed, which …
intrusive solutions is of great value. A novel deep neural network model is proposed, which …
[HTML][HTML] Campus violence detection based on artificial intelligent interpretation of surveillance video sequences
Campus violence is a common social phenomenon all over the world, and is the most
harmful type of school bullying events. As artificial intelligence and remote sensing …
harmful type of school bullying events. As artificial intelligence and remote sensing …
Multi-objective learning to overcome catastrophic forgetting in time-series applications
One key objective of artificial intelligence involves the continuous adaptation of machine
learning models to new tasks. This branch of continual learning is also referred to as lifelong …
learning models to new tasks. This branch of continual learning is also referred to as lifelong …
Identification of human activity and associated context using smartphone inertial sensors in unrestricted environment
Smartphones are increasing ubiquitously due to the need and demand in the modern era.
The world is transmuting into a global village with the cumulation of smart devices …
The world is transmuting into a global village with the cumulation of smart devices …
A systematic review of smartphone-based human activity recognition for health research
Background: Smartphones are now nearly ubiquitous; their numerous built-in sensors
enable continuous measurement of activities of daily living, making them especially well …
enable continuous measurement of activities of daily living, making them especially well …
Human activity recognition based on multi‐instance learning
Human activity recognition (HAR) is the process of classifying a person's actions, and it is an
essential task for many human‐centered applications. Multi‐instance learning (MIL) is a …
essential task for many human‐centered applications. Multi‐instance learning (MIL) is a …