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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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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 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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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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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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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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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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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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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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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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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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A Semi-Automatic Annotation Approach for Human Activity Recognition

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

2019

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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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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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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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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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Multimodal wireless sensor network-based ambient assisted living in real homes with multiple residents

Sensors (Basel, Switzerland), 2014-05, Vol.14 (6), p.9692-9719

2014

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Zero-Shot Human Activity Recognition Using Non-Visual Sensors

Sensors (Basel, Switzerland), 2020-02, Vol.20 (3), p.825

2020

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Human Activity Recognition in a Free-Living Environment Using an Ear-Worn Motion Sensor

Sensors (Basel, Switzerland), 2024-05, Vol.24 (9), p.2665

2024

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Wearable Sensor-Based Human Activity Recognition in the Smart Healthcare System

Computational intelligence and neuroscience, 2022, Vol.2022, p.1391906-31

2022

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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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Measurement characteristics of the engagement in meaningful activities survey in an age-diverse sample

The American journal of occupational therapy, 2012-03, Vol.66 (2), p.e20-e29

Eakman, Aaron M

2012

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

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

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

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

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

Unsupervised Human Activity Recognition Using the Clustering Approach: A Review

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

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

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

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

Improving Human Activity Recognition Performance by Data Fusion and Feature Engineering

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

A Semi-Automatic Annotation Approach for Human Activity Recognition

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

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

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

Multimodal wireless sensor network-based ambient assisted living in real homes with multiple residents

Zero-Shot Human Activity Recognition Using Non-Visual Sensors

Human Activity Recognition in a Free-Living Environment Using an Ear-Worn Motion Sensor

Wearable Sensor-Based Human Activity Recognition in the Smart Healthcare System

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

Measurement characteristics of the engagement in meaningful activities survey in an age-diverse sample

Recognizing Human Daily Activity Using Social Media Sensors and Deep Learning

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