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   Articles with "har" as a keyword



The roles of autophagy, ferroptosis and pyroptosis in the anti-ovarian cancer mechanism of harmine and their crosstalk

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recommendations! Published in 2024 at "Scientific Reports"

DOI: 10.1038/s41598-024-57196-7

Abstract: This study aimed to investigate the role of autophagy, ferroptosis, and pyroptosis in the antitumour mechanism of harmine (Har) and its crosstalk in ovarian cancer. By transmission electron microscopy, we found that compared with those… read more here.

Keywords: har; ovarian cancer; ferroptosis pyroptosis; pyroptosis ... See more keywords

Outlier Detection in Wearable Sensor Data for Human Activity Recognition (HAR) Based on DRNNs

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recommendations! Published in 2019 at "IEEE Access"

DOI: 10.1109/access.2019.2921096

Abstract: Wearable sensors provide a user-friendly and non-intrusive mechanism to extract user-related data that paves the way to the development of personalized applications. Within those applications, human activity recognition (HAR) plays an important role in the… read more here.

Keywords: outlier detection; har; activity; activity recognition ... See more keywords

Simple to Complex, Single to Concurrent Sensor-Based Human Activity Recognition: Perception and Open Challenges

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recommendations! Published in 2024 at "IEEE Access"

DOI: 10.1109/access.2024.3422831

Abstract: Human activity recognition (HAR) has attracted considerable research attention due to its essential role in various domains, ranging from healthcare to security, safety, and entertainment. HAR has undergone a paradigm shift from simple single-task detection… read more here.

Keywords: human activity; sensor based; open challenges; feature extraction ... See more keywords

WiMUAR: Wi-Fi-Based Multi-User Human Activity Recognition Using Hybrid Spatio-Temporal Neural Network

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recommendations! Published in 2025 at "IEEE Access"

DOI: 10.1109/access.2025.3626338

Abstract: Wi-Fi-based human activity recognition (HAR) technology is a promising human sensing technique for human-computer interaction in various scenarios due to its robust privacy-preserving and non-Line-of-Sight (NLOS) abilities. However, the simultaneous movements of multiple individuals in… read more here.

Keywords: human activity; multi user; har; spatio temporal ... See more keywords

Optimizing Accuracy-Efficiency Trade-Offs of On-Device Activity Inference with Star Operation.

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recommendations! Published in 2025 at "IEEE journal of biomedical and health informatics"

DOI: 10.1109/jbhi.2025.3619549

Abstract: Lightweight convolution-based neural networks (CNNs) are well suited for sensor-based human activity recognition (HAR) applications on resource-constrained edge devices with faster inference speed. However, the convolutional kernels are often limited to a small window range,… read more here.

Keywords: har; inference; star operation; activity ... See more keywords

LiWi-HAR: Lightweight WiFi-Based Human Activity Recognition Using Distributed AIoT

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recommendations! Published in 2024 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2023.3286455

Abstract: Human activity recognition (HAR) based on WiFi channel state information (CSI) has received a lot of attentions recently due to its nonintrusive nature. Most CSI-based HAR systems use a WiFi router and a computing terminal… read more here.

Keywords: human activity; aiot devices; recognition; har ... See more keywords

Expanding the Horizons of 1-D Tasks: Leveraging 2-D Convolutional Neural Networks Pretrained by ImageNet

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recommendations! Published in 2024 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2024.3415114

Abstract: Sensor-based human activity recognition (HAR) plays a pivotal role in the Internet of Things (IoT). Due to the low cost, low power consumption, and broad applicability of sensor devices, the integration of HAR with IoT… read more here.

Keywords: convolutional neural; leveraging convolutional; har; expanding horizons ... See more keywords

FEDge-HAR: An Optimized Private Mobile Edge-Enabled IoT Paradigm for Privacy of Human Activity Recognition

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recommendations! Published in 2024 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2024.3457372

Abstract: Federated learning (FL) has emerged as a pivotal technology for the Internet of Things (IoT) that models distributed client data without compromising privacy. The IoT-based wearable generates data and FL running on a private edge… read more here.

Keywords: human activity; edge; privacy; har ... See more keywords

TF-Mamba: A Lightweight State-Space Model for Wi-Fi-Based Human Activity Recognition

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recommendations! Published in 2025 at "IEEE Sensors Journal"

DOI: 10.1109/jsen.2024.3520857

Abstract: Human activity recognition (HAR) using Wi-Fi-based systems is essential for applications such as smart homes, healthcare, and security. Traditional HAR methods, which rely on channel state information (CSI) to detect human movements, often struggle to… read more here.

Keywords: human activity; recognition; mamba; har ... See more keywords

Stack-HAR: Complex Human Activity Recognition With Stacking-Based Ensemble Learning Framework

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recommendations! Published in 2025 at "IEEE Sensors Journal"

DOI: 10.1109/jsen.2025.3549311

Abstract: Human activity recognition (HAR) is crucial in various domains, such as healthcare, elderly care, sports, gait analysis, and security surveillance. Despite its critical role in these fields, achieving high accuracy in HAR remains a challenging… read more here.

Keywords: framework; based ensemble; ensemble learning; har ... See more keywords

Personalized Model Partitioning and Aggregation for Federated Human Activity Recognition

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recommendations! Published in 2025 at "IEEE Transactions on Cognitive Communications and Networking"

DOI: 10.1109/tccn.2025.3569555

Abstract: Federated learning-based human activity recognition (FL-HAR) has emerged as a significant research topic due to its extensive applications, enabling the collective integration of local client data and knowledge without compromising user privacy. A major challenge… read more here.

Keywords: recognition; har; model; aggregation ... See more keywords