Team

Irene Steinheimer

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

Andrey Kurzyukov

Master's Thesis

Modeling Mixed-Type Time Series Data for Machinery Health Prognostics

Benjamin Zenke

Master's Thesis

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

Carlos Perez

Master's Thesis

Usability Aspects of Pregnancy Applications and Digital Maternity Records

Christoph Eichhammer

Master's Thesis

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

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

Elisabeth Städler

Bachelor's Thesis

Bestimmung von Cognitive Load im autonomen Fahrsimulator durch Biosignalanalyse

Jiayi Ning

Master's Thesis

Investigating gait kinematics and kinetics at different step frequencies

Johannes Derrer

Bachelor's Thesis

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

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

Maximilian Vogel

Master's Thesis

A Compressed Deep Learning Model for Human Activity Recognition (HAR) Using the Hearing Aid Integrated Inertial Sensors

Michael Kessler

Bachelor's Thesis

R-Peak Independent Quality Analysis of Wearable ECG Data

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

Richard Dirauf

Master's Thesis

Video-based Re-Identi cation of captive Polar Bears

Rosanna Dietrich-Sußner

Master's Thesis

Continual Learning in Changing Environments in 5G Positioning

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

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

Thomas Neher

Master's Thesis

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

Tim Löhr

Master's Thesis

AI Trend Detection in Healthcare by applying Topic Clustering and Sentiment Analysis using Podcast Data