Team

Assistant Professors

Team Assistants

Guests

PhD Candidates

Technician

Current Students

Aleksei Zhdanov, M. Sc.

PhD Candidate

Applied Machine Learning Group

Carl-Thiersch-Straße 2b
91052 Erlangen

Annika Wünsch

Bachelor's Thesis

Explaining influential differences in human gait datasets on machine learning tasks

Daniel Janischowsky

Master's Thesis

Predictive simulations of gait with ankle exoskeleton that alters energetics

Dorsaf Jdidi

Master's Thesis

Unsupervised Disentanglement for Post-Identification of GNSS Interference in the Wild

Fabian Löbel

Master's Thesis

Comparing interaction modalities in eye-tracking based perimetry using a Virtual Reality headset.

Fabio Philipp Rosenthal

Master's Thesis

Adaptive Resolution Transformer (ART): efficient transformers using adaptive resolution tokens

Friederike Popp

Master's Thesis

Towards frailty assessment in older adults: Investigation of sit-to-stand transfer detection using ear-worn sensors in real-world activities

Hermann Luft

Master's Thesis

Unsupervised evaluation of anomaly detection methods based on separability algorithms

Jana Reinwald

Master's Thesis

Triggering an endocrine stress response in the Virtual Reality Stroop Room through social-evaluative stress

Jaromir Vogt

Master's Thesis

VR-based tool for mTBI detection using stereopsis performance and eye-tracking data

Jiating Ye

Master's Thesis

Validation of an IMU-based motion analysis framework for the assessment of change-of-direction movements

Jonas Gruber

Master's Thesis

Influence of Different Stimulus Intensities of Cold Air on Driver Drowsiness

Lea Grabmann

Bachelor's Thesis

Automatic Evaluation of the Readability of Handwriting using a Sensor Enhanced Digital Pen

Martin Zeus

Master's Thesis

Predicting Disease Progression in Multiple Sclerosis using Machine Learning

Naomi Burg

Bachelor's Thesis

Prediction of Barthel-Index and its sub-scores from instrumented gait assessments

Nuria Barrios Campo

Master's Thesis

Retrospective Analysis of Self-reported Symptoms and Usage Data in a Digital Health Application

Oliver Korn

Master's Thesis

(Re-)Eye-dentification based on pupillometry data from eye trackers in a VR environment

Philipp Dörfler

Bachelor's Thesis

Comparison of Algorithms for Respiratory Information Extraction from Wearable Sensors

Roland Stolz

Master's Thesis

Athlete Identification and Personel Profile Creation based on Movement Sensor Data

Roman Hucke

Bachelor's Thesis

Analysis of real-time person detection performance on edge devices utilizing state-of-the-art detection methods

Thomas Röthenbacher

Master's Thesis

Automated German Crossword Resolution

Ulla Sternemann

Master's Thesis

Extraction of Pre-Ejection Period as Marker for Acute Psychosocial Stress from Wearable Sensors and Interferometry Radar

Weixin Wang

Master's Thesis

Evaluating Remaining Time Prediction of Business Processes with Event Log Imperfections Using Synthetic Event Log Data

Yongxu Ren

Master's Thesis

Variational Quantum Compiling with (Deep) Reinforcement Learning

Past Students

The past students and their projects are listed on a separate page.