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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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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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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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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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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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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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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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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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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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Physical Workload Tracking Using Human Activity Recognition with Wearable Devices

Sensors (Basel, Switzerland), 2019-12, Vol.20 (1), p.39

2019

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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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Human Activity Recognition Based on Symbolic Representation Algorithms for Inertial Sensors

Sensors (Basel, Switzerland), 2018-11, Vol.18 (11), p.4045

2018

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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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Robust Human Activity and Sensor Location Corecognition via Sparse Signal Representation

IEEE transactions on biomedical engineering, 2012-11, Vol.59 (11), p.3169-3176

2012

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Volltext

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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Accelerometry-Based Classification of Human Activities Using Markov Modeling

Computational Intelligence and Neuroscience, 2011-01, Vol.2011, p.647858-10

2011

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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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Prediction of Human Activity by Discovering Temporal Sequence Patterns

IEEE transactions on pattern analysis and machine intelligence, 2014-08, Vol.36 (8), p.1644-1657

2014

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Association of BMI category with change in children's physical activity between ages 6 and 11 years: a longitudinal study

International Journal of Obesity, 2020-01, Vol.44 (1), p.104-113

2020

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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

An Investigation of Activity Profiles of Older Adults

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

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

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

Improving Human Activity Recognition Performance by Data Fusion and Feature Engineering

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

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

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

Physical Workload Tracking Using Human Activity Recognition with Wearable Devices

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

Human Activity Recognition Based on Symbolic Representation Algorithms for Inertial Sensors

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

Robust Human Activity and Sensor Location Corecognition via Sparse Signal Representation

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

Accelerometry-Based Classification of Human Activities Using Markov Modeling

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

Prediction of Human Activity by Discovering Temporal Sequence Patterns

Association of BMI category with change in children's physical activity between ages 6 and 11 years: a longitudinal study

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