Education – Abschlussarbeiten
Ausgeschriebene Themen:
Bachelor Thesis
- Bachelor Thesis: Diffusion Architectures for Synthetic Wearable Sensor Data Generation
- Bachelor Thesis: Time-Frequency Transforms for Human Activity Recognition
- Bachelor Thesis: Key Influencers of Consistent Physical Activity engagement
- Bachelor Thesis: Extend EarXplore by adding an Authentication Webpage
Bachelor/Master Thesis
- Bachelor/Master Thesis: Applications of Modified Stiefel Manifold Restricted Neural Networks
- Bachelor/Master Thesis: Diagnosis and Treatment with the OpenEarable
- Bachelor/Master Thesis: Ergonomic Redesign of the OpenEarable Earpiece
- Bachelor/Master Thesis: Meta-Learning for Personalized Human Activity Recognition
- Bachelor/Master Thesis: Multimodal Authentification with Earables
Master Thesis
Sollte kein Thema ausgeschrieben sein, das Ihnen zusagt, so kontaktieren Sie bitte nicht das Sekretariat mit allgemeinen Anfragen, sondern verfahren Sie wie folgt:
- Senden Sie eine E-Mail mit Ihrer Anfrage bitte direkt an den/die Themenverantwortlichen:
- Biosensing and Health Technologies (with Wearables)
- Therapeutic Wearables (Valeria Zitz)
- Health/Medical Data Analysis (Jonas Hummel)
- Health Monitoring (Valeria Zitz)
- Biosignal Analysis and Technologies (Supraja Ramesh, Valeria Zitz)
- Biopotential Sensing for Health and HCI (EEG, EOG, EMG) (Philipp Lepold)
- Machine Learning and Data Analysis
- EdgeAI & TinyML (Tobias King)
- Embedded Machine Learning (Philipp Lepold)
- LLMs in EDA (Tobias King)
- Optimization in the Wearable Computing Space (Tobias King)
- Probabilistic Models & Meta-Learning (Max Burzer)
- Data Mining (Jonas Hummel, Supraja Ramesh)
- Neuromorphic Computing (Alexander Studt)
- Mathematical concepts in machine learning (Alexander Studt)
- Interdisciplinary Projects Between Data Science and Psychology or Economics (Jonas Hummel)
- Embedded Systems and Real-time Processing
- Embedded System Firmware Development (Michael Küttner)
- Real-time Signal Processing (Michael Küttner)
- IIR-Filter Design (Michael Küttner)
- AI-Aided Interaction and Visualization
- AI-Aided Data Visualizations (Sarah Makarem)
- Gaze-Based Interaction (Sarah Makarem)
- Human-Computer Interaction and Sensory Technologies
- Wearables (Philipp Lepold)
- Innovative iOS / iPadOS apps that are related with any topic mentioned here (Philipp Lepold)
- Sensory Augmentation with Haptic Interfaces (Jueun Lee)
- Affective Computing for Mental Health and Accessibility (Jueun Lee)
- Interaction Design and User Studies (Jueun Lee)
- Biosensing and Health Technologies (with Wearables)
- Die E-Mail sollte beinhalten:
- einen Paragraphen, in dem ihr die Motivation für eure Wahl erläutert
- Bachelor oder Master, Fachsemester und die Studienrichtung
- bis jetzt geprüfte Vorlesungen (z.B. Notenauszug)
- Programmiererfahrung
- Nennen von Interessensgebieten, welche für das Thema relevant sind