Team

An investigation of ground contact models in biomechanical simulations

Influence of gait test lenhth on the classification of mobility impairment in Parkinson's Disease

Unsupervised Personalization of Activity Recognition in Football

Prediction of Convective Updrafts in the Atmospheric Boundary Layer Based on Real-World Flight Data: A Machine Learning Approach

Analysis of the influence of different training data sets on the performance of machine learning models in SMT manufacturing

Biomechanical assessment of sprint performance via trajectory optimization

Benchmarking of Sleep/Wake Detection Algorithms using Wearable Sensors and Machine Learning

Levodopa Response in Parkinson’s Disease Assessed by Sensor-based Continuous Real-World Gait Parameters

Combining Kalman Filters and Neural Networks for Stride Trajectory Estimation

Color based BCI Interaction - Classification of Color based on Power Bands from EEG Data

A Fall Detection System using Head-Worn IMU Sensors

LiDAR object detection by a domain adapted BirdNet neural network architecture

Increasing the Comprehensibility of Rheumatoid Arthritis in Virtual Reality

Design and Implementation of a normal sinus rhythm detection algorithm for improved classification of shockable cardiac rhythms using machine learning

Gait Event Detection Algorithms for Free-Living Stair Ambulation

Gait Reconstruction from Sparse Sensordata for Identification and Visualization of Parkinson's Disease

Analysis of scalability of guided policy search for manipulation with humanoid robot hand

Improving the Robustness of Neural Networks through Noise Injection

Systematic Analysis of the Transformer Architecture for Time Series Prediction Applications

Foot drop quantification in Hereditary Spastic Paraplegia pati- ents

Overcoming Catastrophic Forgetting Using Neural Pruning Via Layer-Wise Relevance Propagation

Machine Learning Methods for Mixed-Type Time Series Analysis

Fetal Heart Rate Extraction from Wearable Non-Invasive Electrocardiogram Devices

Feature extraction from motion capture data

Detection of gait events using inertial sensors integrated into hearing aids

Analysis of Artificial Intelligence Trends In German Economics and Politics - A Data-Driven Approach

On the Robustness of Semi-supervised Learning under adverse Data Distributions: The example of Handwriting Classification

Transfer Learning for Activity Recognition in Ultimate Frisbee

Influence of Acute Psychosocial Stress on Body Posture and Movement

Visual Interpretability and its Metrics for Time Series Classification

Administrative Assistant

• Email: rebecca.lennartz@fau.de