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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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Human activities and elevational constraints restrict ranging patterns of snub‐nosed monkeys in a mountainous refuge

Integrative zoology, 2021-03, Vol.16 (2), p.202-213

2021

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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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Sexual Dimorphism, Reproductive Strategy, and Human Activities Determine Resource Use by Brown Bears

Ecology (Durham), 2006-10, Vol.87 (10), p.2636-2646

2006

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Activities with Higher Influence on Quality of Life in Older Adults in Japan

Occupational therapy international, 2013-03, Vol.20 (1), p.1-10

2013

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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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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

Human activities and elevational constraints restrict ranging patterns of snub‐nosed monkeys in a mountainous refuge

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

Sexual Dimorphism, Reproductive Strategy, and Human Activities Determine Resource Use by Brown Bears

Activities with Higher Influence on Quality of Life in Older Adults in Japan

Human Physical Activity Recognition Using Smartphone Sensors

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