Outlier Detection in Wearable Sensor Data for Human Activity Recognition (HAR) Based on DRNNs
Sign Up to like & getrecommendations! 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
Heterogeneous Acceleration of HAR Applications
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2019.2895304
Abstract: Human action recognition (HAR) is an important field of research that intercepts with areas such as image processing, computer vision, and the design of fast algorithms, among others. HAR has several important applications including healthcare… read more here.
Keywords: tex math; heterogeneous acceleration; har; inline formula ... See more keywords
Activity Graph Based Convolutional Neural Network for Human Activity Recognition Using Acceleration and Gyroscope Data
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2022.3142315
Abstract: Human activity recognition (HAR) using smartphone sensors have been recently studied in various applications including healthcare, fitness, and smart home. Their recognition accuracy often depends on high-quality feature design and effectiveness of classification algorithms, where… read more here.
Keywords: recognition; human activity; activity graph; har ... See more keywords
Deep Neural Networks for Sensor-Based Human Activity Recognition Using Selective Kernel Convolution
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2021.3102735
Abstract: Recently, the state-of-the-art performance in various sensor-based human activity recognition (HAR) tasks has been acquired by deep learning, which can extract automatically features from raw data. In standard convolutional neural networks (CNNs), there is usually… read more here.
Keywords: human activity; selective kernel; based human; har ... See more keywords
Efficacy of aldose reductase inhibitors is affected by oxidative stress induced under X-ray irradiation.
Sign Up to like & getrecommendations! Published in 2019 at "Scientific Reports"
DOI: 10.2210/pdb6f82/pdb
Abstract: Human aldose reductase (hAR, AKR1B1) has been explored as drug target since the 1980s for its implication in diabetic complications. An activated form of hAR was found in cells from diabetic patients, showing a reduced… read more here.
Keywords: aldose reductase; ray irradiation; har; irradiation ... See more keywords
Harpagoside Protects Against Doxorubicin-Induced Cardiotoxicity via P53-Parkin-Mediated Mitophagy
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Cell and Developmental Biology"
DOI: 10.3389/fcell.2022.813370
Abstract: Doxorubicin (DOX) is one of the most effective chemotherapeutic agents. However, its clinical use is limited due to the severe risk of cardiotoxicity. One of the hallmarks of doxorubicin-induced cardiotoxicity (DICT) is the cascade of… read more here.
Keywords: har; dict; p53 parkin; cardiotoxicity ... See more keywords
Harmonia axyridis Does Not Have Obvious Fitness Gain and Preference to the Red Morph of Acyrthosiphon pisum: A Case Study on a Laboratory Strain
Sign Up to like & getrecommendations! Published in 2018 at "Frontiers in Ecology and Evolution"
DOI: 10.3389/fevo.2018.00001
Abstract: Prey selection was assumed to be a vital strategy to maximize the fitness of predators. Visual cues are important for predators to locate a prey, and several species of lady beetles prefer the red morph… read more here.
Keywords: preference; morph; red morph; pisum ... See more keywords
Transfer Learning Approach for Human Activity Recognition Based on Continuous Wavelet Transform
Sign Up to like & getrecommendations! Published in 2023 at "Algorithms"
DOI: 10.3390/a16020077
Abstract: Over the last few years, human activity recognition (HAR) has drawn increasing interest from the scientific community. This attention is mainly attributable to the proliferation of wearable sensors and the expanding role of HAR in… read more here.
Keywords: human activity; har; wavelet transform; activity ... See more keywords
Human Attribute Recognition— A Comprehensive Survey
Sign Up to like & getrecommendations! Published in 2020 at "Applied Sciences"
DOI: 10.3390/app10165608
Abstract: Human Attribute Recognition (HAR) is a highly active research field in computer vision and pattern recognition domains with various applications such as surveillance or fashion. Several approaches have been proposed to tackle the particular challenges… read more here.
Keywords: attribute recognition; human attribute; survey; recognition ... See more keywords