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Comparison of Data Preprocessing Approaches for Applying Deep Learning to Human Activity Recognition in the Context of Industry 4.0

Sensors (Basel, Switzerland), 2018-07, Vol.18 (7), p.2146

2018

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TSE-CNN: A Two-Stage End-to-End CNN for Human Activity Recognition

IEEE journal of biomedical and health informatics, 2020-01, Vol.24 (1), p.292-299

2020

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Aging Well in the Digital Age: Technology in Processes of Selective Optimization with Compensation

The journals of gerontology. Series B, Psychological sciences and social sciences, 2020-10, Vol.75 (9), p.2008-2017

2020

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An Investigation of Activity Profiles of Older Adults

The journals of gerontology. Series B, Psychological sciences and social sciences, 2014-09, Vol.69 (5), p.809-821

2014

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A Quantitative Comparison of Overlapping and Non-Overlapping Sliding Windows for Human Activity Recognition Using Inertial Sensors

Sensors (Basel, Switzerland), 2019-11, Vol.19 (22), p.5026

2019

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Rehab-Net: Deep Learning Framework for Arm Movement Classification Using Wearable Sensors for Stroke Rehabilitation

IEEE transactions on biomedical engineering, 2019-11, Vol.66 (11), p.3026-3037

2019

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Accelerometer-Based Human Activity Recognition for Patient Monitoring Using a Deep Neural Network

Sensors (Basel, Switzerland), 2020-11, Vol.20 (22), p.6424

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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Personalized Human Activity Recognition Based on Integrated Wearable Sensor and Transfer Learning

Sensors (Basel, Switzerland), 2021-01, Vol.21 (3), p.885

2021

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A Robust Deep Learning Approach for Position-Independent Smartphone-Based Human Activity Recognition

Sensors (Basel, Switzerland), 2018-11, Vol.18 (11), p.3726

2018

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Applying Multivariate Segmentation Methods to Human Activity Recognition From Wearable Sensors' Data

JMIR mHealth and uHealth, 2019-02, Vol.7 (2), p.e11201-e11201

2019

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Human Activity Recognition Algorithm with Physiological and Inertial Signals Fusion: Photoplethysmography, Electrodermal Activity, and Accelerometry

Sensors (Basel, Switzerland), 2024-05, Vol.24 (10), p.3005

2024

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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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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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Toward Concurrent Identification of Human Activities with a Single Unifying Neural Network Classification: First Step

Sensors (Basel, Switzerland), 2024-07, Vol.24 (14), p.4542

2024

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Identifying social participation subgroups of individuals with severe mental illnesses: a latent class analysis

Social Psychiatry and Psychiatric Epidemiology, 2019-09, Vol.54 (9), p.1067-1077

2019

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Accuracy of Samsung Gear S Smartwatch for Activity Recognition: Validation Study

JMIR mHealth and uHealth, 2019-02, Vol.7 (2), p.e11270-e11270

2019

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Learning the Orientation of a Loosely-Fixed Wearable IMU Relative to the Body Improves the Recognition Rate of Human Postures and Activities

Sensors (Basel, Switzerland), 2019-06, Vol.19 (13), p.2845

2019

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Human Hunting and Nascent Animal Management at Middle Pre-Pottery Neolithic Yiftah'el, Israel

PloS one, 2016-07, Vol.11 (7), p.e0156964-e0156964

2016

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The assessment of work productivity and activity impairment in Behçet's disease

Turkish journal of medical sciences, 2017-01, Vol.47 (2), p.535-541

2017

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Learning dictionaries of sparse codes of 3D movements of body joints for real-time human activity understanding

PloS one, 2014-12, Vol.9 (12), p.e114147-e114147

2014

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Human Physical Activity Recognition Using Smartphone Sensors

Sensors (Basel, Switzerland), 2019-01, Vol.19 (3), p.458

2019

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Social evolution in mammals

Science (American Association for the Advancement of Science), 2021-09, Vol.373 (6561), p.eabc9699-eabc9699

Clutton-Brock, Tim

2021

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Actions in the Eye: Dynamic Gaze Datasets and Learnt Saliency Models for Visual Recognition

IEEE transactions on pattern analysis and machine intelligence, 2015-07, Vol.37 (7), p.1408-1424

2015

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Earliest hunting scene in prehistoric art

Nature (London), 2019-12, Vol.576 (7787), p.442-445

2019

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Comparison of Data Preprocessing Approaches for Applying Deep Learning to Human Activity Recognition in the Context of Industry 4.0

TSE-CNN: A Two-Stage End-to-End CNN for Human Activity Recognition

Aging Well in the Digital Age: Technology in Processes of Selective Optimization with Compensation

An Investigation of Activity Profiles of Older Adults

A Quantitative Comparison of Overlapping and Non-Overlapping Sliding Windows for Human Activity Recognition Using Inertial Sensors

Rehab-Net: Deep Learning Framework for Arm Movement Classification Using Wearable Sensors for Stroke Rehabilitation

Accelerometer-Based Human Activity Recognition for Patient Monitoring Using a Deep Neural Network

Improving Human Activity Recognition Performance by Data Fusion and Feature Engineering

Personalized Human Activity Recognition Based on Integrated Wearable Sensor and Transfer Learning

A Robust Deep Learning Approach for Position-Independent Smartphone-Based Human Activity Recognition

Applying Multivariate Segmentation Methods to Human Activity Recognition From Wearable Sensors' Data

Human Activity Recognition Algorithm with Physiological and Inertial Signals Fusion: Photoplethysmography, Electrodermal Activity, and Accelerometry

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

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

Toward Concurrent Identification of Human Activities with a Single Unifying Neural Network Classification: First Step

Identifying social participation subgroups of individuals with severe mental illnesses: a latent class analysis

Accuracy of Samsung Gear S Smartwatch for Activity Recognition: Validation Study

Learning the Orientation of a Loosely-Fixed Wearable IMU Relative to the Body Improves the Recognition Rate of Human Postures and Activities

Human Hunting and Nascent Animal Management at Middle Pre-Pottery Neolithic Yiftah'el, Israel

The assessment of work productivity and activity impairment in Behçet's disease

Learning dictionaries of sparse codes of 3D movements of body joints for real-time human activity understanding

Human Physical Activity Recognition Using Smartphone Sensors

Social evolution in mammals

Actions in the Eye: Dynamic Gaze Datasets and Learnt Saliency Models for Visual Recognition

Earliest hunting scene in prehistoric art

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