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Human activity recognition in artificial intelligence framework: a narrative review
Human activity recognition (HAR) has multifaceted applications due to its worldly usage of
acquisition devices such as smartphones, video cameras, and its ability to capture human …
acquisition devices such as smartphones, video cameras, and its ability to capture human …
Attention-based convolutional neural network for weakly labeled human activities' recognition with wearable sensors
Traditional methods of human activity recognition usually require a large amount of strictly
labeled data for training classifiers. However, it is hard for one to keep a fixed activity when …
labeled data for training classifiers. However, it is hard for one to keep a fixed activity when …
2D federated learning for personalized human activity recognition in cyber-physical-social systems
The proliferation of the Internet of Things (IoT), wearable computing, and social media
technologies bring forward the realization of the so-called Cyber-Physical-Social Systems …
technologies bring forward the realization of the so-called Cyber-Physical-Social Systems …
Indoor location-aware medical systems for smart homecare and telehealth monitoring: state-of-the-art
This paper presents a comprehensive literature review of current progress in the application
of state-of-the-art indoor positioning systems for telecare and telehealth monitoring. This …
of state-of-the-art indoor positioning systems for telecare and telehealth monitoring. This …
Ambient acoustic event assistive framework for identification, detection, and recognition of unknown acoustic events of a residence
Abstract In recent times, Ambient Assisted Living has emerged as Smart Living. Smart living
is a subset of ambient intelligence, which uses the latest technologies, intellectual …
is a subset of ambient intelligence, which uses the latest technologies, intellectual …
Adaptive and fault-tolerant data processing in healthcare IoT based on fog computing
In recent years, healthcare IoT have been helpful in mitigating pressures of hospital and
medical resources caused by aging population to a large extent. As a safety-critical system …
medical resources caused by aging population to a large extent. As a safety-critical system …
Toward personalized activity recognition systems with a semipopulation approach
Activity recognition is a key component of context-aware computing to support people's
physical activity, but conventional approaches often lack in their generalizability and …
physical activity, but conventional approaches often lack in their generalizability and …
Monitoring of the daily living activities in smart home care
One of the key requirements for technological systems that are used to secure independent
housing for seniors in their home environment is monitoring of daily living activities (ADL) …
housing for seniors in their home environment is monitoring of daily living activities (ADL) …
Sequential weakly labeled multiactivity localization and recognition on wearable sensors using recurrent attention networks
With the popularity and development of the wearable devices such as smartphones, human
activity recognition (HAR) based on sensors has become as a key research area in human …
activity recognition (HAR) based on sensors has become as a key research area in human …
Weakly supervised human activity recognition from wearable sensors by recurrent attention learning
Traditional methods of human activity recognition from wearable sensors rely on good
training datasets in which thousands of training sequences should be carefully labeled …
training datasets in which thousands of training sequences should be carefully labeled …