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Works (5)

Using Graphs to Perform Effective Sensor-Based Human Activity Recognition in Smart Homes

Sensors
2024-06 | Journal article | Author
DOI: 10.3390/s24123944
Contributors: Srivatsa P; Thomas Ploetz
Source: check_circle
Multidisciplinary Digital Publishing Institute

Towards Learning Discrete Representations via Self-Supervision for Wearables-Based Human Activity Recognition

Sensors
2024-02 | Journal article | Author
DOI: 10.3390/s24041238
Contributors: Harish Haresamudram; Irfan Essa; Thomas Ploetz
Source: check_circle
Multidisciplinary Digital Publishing Institute

The Lifespan of Human Activity Recognition Systems for Smart Homes

Sensors
2023-09 | Journal article | Author
DOI: 10.3390/s23187729
Contributors: Shruthi K. Hiremath; Thomas Ploetz
Source: check_circle
Multidisciplinary Digital Publishing Institute

Complex Deep Neural Networks from Large Scale Virtual IMU Data for Effective Human Activity Recognition Using Wearables

Sensors
2021-12 | Journal article | Author
DOI: 10.3390/s21248337
Contributors: Hyeokhyen Kwon; Gregory Abowd; Thomas Ploetz
Source: check_circle
Multidisciplinary Digital Publishing Institute

A Combined Deep Learning GRU-Autoencoder for the Early Detection of Respiratory Disease in Pigs Using Multiple Environmental Sensors

Sensors
2018-08 | Journal article
DOI: 10.3390/s18082521
Source: check_circle
Multidisciplinary Digital Publishing Institute
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