Team

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

stress+ – Development and Evaluation of a Web Application for Remote, Internet-based Induction of Acute Psychosocial Stress

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

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

Bestimmung von Cognitive Load im autonomen Fahrsimulator durch Biosignalanalyse

LiDAR object detection by a domain adapted BirdNet neural network architecture

Developing a surrogate model for a foot-shoe-ground contact model

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

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

Video-based Re-Identication of captive Polar Bears

Continual Learning in Changing Environments in 5G Positioning

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

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

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