Thomas Kautz

Sensor-Based Gait Parameter Extraction With Deep Convolutional Neural Networks

Julius Hannink, Thomas Kautz, Cristian Pasluosta et al. · IEEE Journal of Biomedical and Health Informatics · 2016 · 188 citations · Full text

Gait Analysis, Neuromuscular Coordination, Machine Learning +24

Recent machine learning advancements in sensor-based mobility analysis: Deep learning for Parkinson's disease assessment

Bjoern M. Eskofier, Sunghoon Ivan Lee, Jean‐François Daneault et al. · 2016 · 168 citations

Convolutional Neural Network, Engineering, Machine Learning +20

Activity recognition in beach volleyball using a Deep Convolutional Neural Network

Thomas Kautz, Benjamin H. Groh, Julius Hannink et al. · Data Mining and Knowledge Discovery · 2017 · 157 citations

Sport Engineering, Physical Activity, Dance +9

Generic performance measure for multiclass-classifiers

Thomas Kautz, Bjoern M. Eskofier, Cristian Pasluosta · Pattern Recognition · 2017 · 80 citations

Classification Method, Engineering, Machine Learning +7

Using wearable sensors for semiology-independent seizure detection - towards ambulatory monitoring of epilepsy

Beeke E. Heldberg, Thomas Kautz, Heike Leutheuser et al. · 2015 · 40 citations

Towards Ambulatory Monitoring, Measurement, Accelerometer +24