Cargando…

Human activity recognition using wearable sensors, discriminant analysis, and long short-term memory-based neural structured learning

Healthcare using body sensor data has been getting huge research attentions by a wide range of researchers because of its good practical applications such as smart health care systems. For instance, smart wearable sensor-based behavior recognition system can observe elderly people in a smart elderca...

Descripción completa

Detalles Bibliográficos
Autores principales:	Uddin, Md Zia, Soylu, Ahmet
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8361103/ https://www.ncbi.nlm.nih.gov/pubmed/34385552 http://dx.doi.org/10.1038/s41598-021-95947-y

Ejemplares similares

Device-Free Human Activity Recognition with Low-Resolution Infrared Array Sensor Using Long Short-Term Memory Neural Network
por: Yin, Cunyi, et al.
Publicado: (2021)

Visual continuous recognition reveals behavioral and neural differences for short- and long-term scene memory
por: Ellmore, Timothy M., et al.
Publicado: (2022)

Wearable Sensors for Activity Recognition in Ultimate Frisbee Using Convolutional Neural Networks and Transfer Learning
por: Link, Johannes, et al.
Publicado: (2022)

Vowel speech recognition from rat electroencephalography using long short-term memory neural network
por: Ham, Jinsil, et al.
Publicado: (2022)

Vision transformer and explainable transfer learning models for auto detection of kidney cyst, stone and tumor from CT-radiography
por: Islam, Md Nazmul, et al.
Publicado: (2022)

A Discriminative Long Short Term Memory Network with Metric Learning Applied to Multispectral Time Series Classification
por: Bozo, Merve, et al.
Publicado: (2020)

Recognition of pulmonary diseases from lung sounds using convolutional neural networks and long short-term memory
por: Fraiwan, M., et al.
Publicado: (2021)

Recognition Method of Massage Techniques Based on Attention Mechanism and Convolutional Long Short-Term Memory Neural Network
por: Zhu, Shengding, et al.
Publicado: (2022)

Long short-term memory RNN for biomedical named entity recognition
por: Lyu, Chen, et al.
Publicado: (2017)

GIS Partial Discharge Pattern Recognition Based on a Novel Convolutional Neural Networks and Long Short-Term Memory
por: Liu, Tingliang, et al.
Publicado: (2021)

Enhancing the accuracy of electroencephalogram-based emotion recognition through Long Short-Term Memory recurrent deep neural networks
por: Yousefi, Mohammad Reza, et al.
Publicado: (2023)

Pulmonary disease detection and classification in patient respiratory audio files using long short-term memory neural networks
por: Zhang, Pinzhi, et al.
Publicado: (2023)

Long Short-Term Memory Neural Network with Transfer Learning and Ensemble Learning for Remaining Useful Life Prediction
por: Wang, Lixiong, et al.
Publicado: (2022)

Monkeypox genome mutation analysis using a timeseries model based on long short-term memory
por: Pathan, Refat Khan, et al.
Publicado: (2023)

Short- and Long-Term Social Recognition Memory Are Differentially Modulated by Neuronal Histamine
por: Rani, Barbara, et al.
Publicado: (2021)

Real-Time PPG Signal Conditioning with Long Short-Term Memory (LSTM) Network for Wearable Devices
por: Wójcikowski, Marek
Publicado: (2021)

Evidence for positive long- and short-term effects of vaccinations against COVID-19 in wearable sensor metrics
por: Wiedermann, Marc, et al.
Publicado: (2023)

Descriptor Free QSAR Modeling Using Deep Learning With Long Short-Term Memory Neural Networks
por: Chakravarti, Suman K., et al.
Publicado: (2019)

Activity recognition with wearable sensors on loose clothing
por: Michael, Brendan, et al.
Publicado: (2017)

Discrimination within Recognition Memory in Schizophrenia
por: McGuire, Kathryn A., et al.
Publicado: (2013)

Comparison of Feature Learning Methods for Human Activity Recognition Using Wearable Sensors
por: Li, Frédéric, et al.
Publicado: (2018)

Personalized Human Activity Recognition Based on Integrated Wearable Sensor and Transfer Learning
por: Fu, Zhongzheng, et al.
Publicado: (2021)

Deep Learning in Human Activity Recognition with Wearable Sensors: A Review on Advances
por: Zhang, Shibo, et al.
Publicado: (2022)

Activity Recognition Invariant to Sensor Orientation with Wearable Motion Sensors
por: Yurtman, Aras, et al.
Publicado: (2017)

Multimode Gesture Recognition Algorithm Based on Convolutional Long Short-Term Memory Network
por: Lu, Ming-Xing, et al.
Publicado: (2022)

Detecting Falls with Wearable Sensors Using Machine Learning Techniques
por: Özdemir, Ahmet Turan, et al.
Publicado: (2014)

Long-term associative learning predicts verbal short-term memory performance
por: Jones, Gary, et al.
Publicado: (2017)

Learning molecular dynamics with simple language model built upon long short-term memory neural network
por: Tsai, Sun-Ting, et al.
Publicado: (2020)

Urdu Nasta’liq text recognition using implicit segmentation based on multi-dimensional long short term memory neural networks
por: Naz, Saeeda, et al.
Publicado: (2016)

Multimodal Gait Abnormality Recognition Using a Convolutional Neural Network–Bidirectional Long Short-Term Memory (CNN-BiLSTM) Network Based on Multi-Sensor Data Fusion
por: Li, Jing, et al.
Publicado: (2023)

Prediction of gait trajectories based on the Long Short Term Memory neural networks
por: Zaroug, Abdelrahman, et al.
Publicado: (2021)

Splice Junction Identification using Long Short-Term Memory Neural Networks
por: Regan, Kevin, et al.
Publicado: (2021)

Design of a Soft Sensor Based on Long Short-Term Memory Artificial Neural Network (LSTM) for Wastewater Treatment Plants
por: Recio-Colmenares, Roxana, et al.
Publicado: (2023)

Short-term memory neural network-based cognitive computing in sports training complexity pattern recognition
por: Wu, Guang, et al.
Publicado: (2022)

Recent Advances in Stretchable and Wearable Capacitive Electrophysiological Sensors for Long-Term Health Monitoring
por: Ullah, Hadaate, et al.
Publicado: (2022)

Short-Term Memory and Long-Term Memory are Still Different
por: Norris, Dennis
Publicado: (2017)

Wearable Sensor Data Classification for Human Activity Recognition Based on an Iterative Learning Framework †
por: Davila, Juan Carlos, et al.
Publicado: (2017)

Human activity recognition : using wearable sensors and smartphones
por: Labrador, Miguel A, et al.
Publicado: (2014)

Dealing with the Effects of Sensor Displacement in Wearable Activity Recognition
por: Banos, Oresti, et al.
Publicado: (2014)

Physical Human Activity Recognition Using Wearable Sensors
por: Attal, Ferhat, et al.
Publicado: (2015)

Cannot write session to /tmp/vufind_sessions/sess_3oihiv7b7ajpphegjq0f1r5o81