Team

Irene Steinheimer

Room: Room 01.017
Office hours: Please make an appointment by e-mail.

Alexander Weiß

Master's Thesis

An investigation of ground contact models in biomechanical simulations

Ameni Gatri

Bachelor's Thesis

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

Antonia Deyerberg

Bachelor's Thesis

Unsupervised Personalization of Activity Recognition in Football

Ben Paulsen

Bachelor's Thesis

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

Christoph Eichhammer

Master's Thesis

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

Christopher Löffelmann

Bachelor's Thesis

Biomechanical assessment of sprint performance via trajectory optimization

Daniel Krauß

Master's Thesis

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

Dominik Faißt

Master's Thesis

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

Dominik Prossel

Master's Thesis

Combining Kalman Filters and Neural Networks for Stride Trajectory Estimation

Florian Schleicher

Master's Thesis

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

Jana Kiederle

Bachelor's Thesis

A Fall Detection System using Head-Worn IMU Sensors

Johannes Benkert

Master's Thesis

LiDAR object detection by a domain adapted BirdNet neural network architecture

Jonas Petersen

Bachelor's Thesis

Increasing the Comprehensibility of Rheumatoid Arthritis in Virtual Reality

Lisann Lieb

Master's Thesis

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

Liv Herzer

Bachelor's Thesis

Gait Event Detection Algorithms for Free-Living Stair Ambulation

Matthias Mayer

Master's Thesis

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

Maxim Ritter von Onciul

Master's Thesis

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

Meike Biendl

Master's Thesis

Improving the Robustness of Neural Networks through Noise Injection

Mischa Dombrowski

Master's Thesis

Systematic Analysis of the Transformer Architecture for Time Series Prediction Applications

Patrick Höfner

Master's Thesis

Foot drop quanti fication in Hereditary Spastic Paraplegia pati- ents

Serop Baghdadlian

Master's Thesis

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

Simon Dietz

Master's Thesis

Machine Learning Methods for Mixed-Type Time Series Analysis

Simone Rahm

Master's Thesis

Fetal Heart Rate Extraction from Wearable Non-Invasive Electrocardiogram Devices

Sophie Fleischmann

Master's Thesis

Feature extraction from motion capture data

Svenja Mitrovics

Bachelor's Thesis

Detection of gait events using inertial sensors integrated into hearing aids

Tassilo Elsberger

Master's Thesis

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

Thomas Neher

Master's Thesis

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

Timur Pest

Bachelor's Thesis

Transfer Learning for Activity Recognition in Ultimate Frisbee

Veronika Koch

Master's Thesis

Influence of Acute Psychosocial Stress on Body Posture and Movement

Wei-Cheng Lai

Master's Thesis

Visual Interpretability and its Metrics for Time Series Classification