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Deep Learning in Human Activity Recognition with Wearable Sensors: A Review on Advances

Sensors (Basel, Switzerland), 2022-02, Vol.22 (4), p.1476

2022

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A Survey of Human Activity Recognition in Smart Homes Based on IoT Sensors Algorithms: Taxonomies, Challenges, and Opportunities with Deep Learning

Sensors (Basel, Switzerland), 2021-09, Vol.21 (18), p.6037

2021

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An Adaptive Batch Size based-CNN-LSTM Framework for Human Activity Recognition in Uncontrolled Environment

IEEE transactions on industrial informatics, 2023-10, Vol.19 (10), p.1-9

2023

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Sensor Data Acquisition and Multimodal Sensor Fusion for Human Activity Recognition Using Deep Learning

Sensors (Basel, Switzerland), 2019-04, Vol.19 (7), p.1716

2019

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A Novel Human Activity Recognition and Prediction in Smart Home Based on Interaction

Sensors (Basel, Switzerland), 2019-10, Vol.19 (20), p.4474

2019

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Activity Recognition for Ambient Assisted Living with Videos, Inertial Units and Ambient Sensors

Sensors (Basel, Switzerland), 2021-01, Vol.21 (3), p.768

2021

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Unsupervised Human Activity Recognition Using the Clustering Approach: A Review

Sensors (Basel, Switzerland), 2020-05, Vol.20 (9), p.2702

2020

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Improving Human Activity Recognition Performance by Data Fusion and Feature Engineering

Sensors (Basel, Switzerland), 2021-01, Vol.21 (3), p.692

2021

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Feature Fusion of a Deep-Learning Algorithm into Wearable Sensor Devices for Human Activity Recognition

Sensors (Basel, Switzerland), 2021-12, Vol.21 (24), p.8294

2021

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Body Temperature Monitoring for Regular COVID-19 Prevention Based on Human Daily Activity Recognition

Sensors (Basel, Switzerland), 2021-11, Vol.21 (22), p.7540

2021

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A Novel Framework Based on Deep Learning Architecture for Continuous Human Activity Recognition with Inertial Sensors

Sensors (Basel, Switzerland), 2024-04, Vol.24 (7), p.2199

2024

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Predictive Model for Human Activity Recognition Based on Machine Learning and Feature Selection Techniques

International journal of environmental research and public health, 2022-09, Vol.19 (19), p.12272

2022

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Effect of Equipment on the Accuracy of Accelerometer-Based Human Activity Recognition in Extreme Environments

Sensors (Basel, Switzerland), 2023-01, Vol.23 (3), p.1416

2023

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Human activity monitoring system based on wearable sEMG and accelerometer wireless sensor nodes

Biomedical engineering online, 2018-11, Vol.17 (Suppl 1), p.132-132, Article 132

2018

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Smart-Sleeve: A Wearable Textile Pressure Sensor Array for Human Activity Recognition

Sensors (Basel, Switzerland), 2022-02, Vol.22 (5), p.1702

2022

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A Light-Weight Artificial Neural Network for Recognition of Activities of Daily Living

Sensors (Basel, Switzerland), 2023-06, Vol.23 (13), p.5854

2023

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A Graph-Attention-Based Method for Single-Resident Daily Activity Recognition in Smart Homes

Sensors (Basel, Switzerland), 2023-02, Vol.23 (3), p.1626

2023

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Physique-Based Human Activity Recognition Using Ensemble Learning and Smartphone Sensors

IEEE sensors journal, 2021-08, Vol.21 (15), p.16852-16860

2021

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IEEE_Xplore

A Semi-Automatic Annotation Approach for Human Activity Recognition

Sensors (Basel, Switzerland), 2019-01, Vol.19 (3), p.501

2019

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From Lab to Real World: Assessing the Effectiveness of Human Activity Recognition and Optimization through Personalization

Sensors (Basel, Switzerland), 2023-05, Vol.23 (10), p.4606

2023

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Artificial Intelligence Based Approach for Classification of Human Activities Using MEMS Sensors Data

Sensors (Basel, Switzerland), 2023-01, Vol.23 (3), p.1275

2023

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Evaluating the Impact of a Two-Stage Multivariate Data Cleansing Approach to Improve to the Performance of Machine Learning Classifiers: A Case Study in Human Activity Recognition

Sensors (Basel, Switzerland), 2020-03, Vol.20 (7), p.1858

2020

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Recognizing Human Daily Activity Using Social Media Sensors and Deep Learning

International journal of environmental research and public health, 2019-10, Vol.16 (20), p.3955

2019

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Human Activity Recognition Supported on Indoor Localization: A Systematic Review

Studies in health technology and informatics, 2018, Vol.249, p.93

2018

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Radar-Based Continuous Human Activity Recognition with Multi-Label Classification

2023 IEEE SENSORS, 2023, p.1-4

2023

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IEEE_Xplore

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Deep Learning in Human Activity Recognition with Wearable Sensors: A Review on Advances

A Survey of Human Activity Recognition in Smart Homes Based on IoT Sensors Algorithms: Taxonomies, Challenges, and Opportunities with Deep Learning

An Adaptive Batch Size based-CNN-LSTM Framework for Human Activity Recognition in Uncontrolled Environment

Sensor Data Acquisition and Multimodal Sensor Fusion for Human Activity Recognition Using Deep Learning

A Novel Human Activity Recognition and Prediction in Smart Home Based on Interaction

Activity Recognition for Ambient Assisted Living with Videos, Inertial Units and Ambient Sensors

Unsupervised Human Activity Recognition Using the Clustering Approach: A Review

Improving Human Activity Recognition Performance by Data Fusion and Feature Engineering

Feature Fusion of a Deep-Learning Algorithm into Wearable Sensor Devices for Human Activity Recognition

Body Temperature Monitoring for Regular COVID-19 Prevention Based on Human Daily Activity Recognition

A Novel Framework Based on Deep Learning Architecture for Continuous Human Activity Recognition with Inertial Sensors

Predictive Model for Human Activity Recognition Based on Machine Learning and Feature Selection Techniques

Effect of Equipment on the Accuracy of Accelerometer-Based Human Activity Recognition in Extreme Environments

Human activity monitoring system based on wearable sEMG and accelerometer wireless sensor nodes

Smart-Sleeve: A Wearable Textile Pressure Sensor Array for Human Activity Recognition

A Light-Weight Artificial Neural Network for Recognition of Activities of Daily Living

A Graph-Attention-Based Method for Single-Resident Daily Activity Recognition in Smart Homes

Physique-Based Human Activity Recognition Using Ensemble Learning and Smartphone Sensors

A Semi-Automatic Annotation Approach for Human Activity Recognition

From Lab to Real World: Assessing the Effectiveness of Human Activity Recognition and Optimization through Personalization

Artificial Intelligence Based Approach for Classification of Human Activities Using MEMS Sensors Data

Evaluating the Impact of a Two-Stage Multivariate Data Cleansing Approach to Improve to the Performance of Machine Learning Classifiers: A Case Study in Human Activity Recognition

Recognizing Human Daily Activity Using Social Media Sensors and Deep Learning

Human Activity Recognition Supported on Indoor Localization: A Systematic Review

Radar-Based Continuous Human Activity Recognition with Multi-Label Classification

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