Thesis Projects
Information about Diploma/Master thesis process
Open Theses
Real time skeleton visualization module
Sensor-based analysis of human kinematics is valuable for providing personalized and detailed feedback when learning complex psychomotor skills. Kinematics examines the motion of a system of objects without directly considering the underlying forces. A visualization approach for a dynamic system such as complex human motion needs to account for changes over time.In a learning scenario, ...An evaluation methodology for cyber security on (smart) grid systems
Overhead of security-by-design requirements on current power grid systems
Anomaly detection on encrypted data in industrial control systems
Anomaly detection on encrypted data in industrial control systemsVariational Inference-based Deep Kernel Learning for Few-shot Incremental Learning.
Variational Inference-based Deep Kernel Learning for Few-shot Incremental Learning.Further development of a cyber-physical co-simulation environment to investigate the architecture and control of smart grids
Further development of a cyber-physical co-simulation environment to investigate the architecture and control of smart grids
Running Theses
Sensor Based Human Motion Comparison
The aim of this thesis is to build a MLOps-based system to compare the variations in the motions executed while performing various sports-related movements. In essence, we are interested in comparing movements across multiple sensor-suit based recording sessions.European Parliaments On Twitter during the Ukraine War: Analyzing Parliamential Influentials and Communities over Time
European Parliaments On Twitter during the Ukraine War: Analyzing Parliamential Influentials and Communities over TimeIn-depth investigation into Catastrophic Forgetting in Distributed Analytics using Model Averaging
In-depth investigation into Catastrophic Forgetting in Distributed Analytics using Model AveragingUtilizing Chatbots to Gamify Learning Activities and Their Effect on Motivation
Utilizing Chatbots to Gamify Learning Activities and Their Effect on MotivationPrivacy-preserving Image Data Generation
Privacy-preserving Image Data Generation
Completed Theses
Bridging the gap between design and deployment of statistical analyses in Distributed Analytics
Bridging the gap between design and deployment of statistical analyses in Distributed AnalyticsDefense against Data Poisoning Attacks in Federated Learning
Defense against Data Poisoning Attacks in Federated LearningEnhancing the Community Application Editor with Automated Tests & DevOpsUse Bots
Research interest in DevOps bots has increased in recent years, but only a few bots currently support end-user participation in the DevOps approach. Using wireframes and model-driven software development approaches allows end-users to take part in the development process.Development of a metadata model for the storage of data streams in data lakes in the context of industrial production
Development of a metadata model for the storage of data streams in data lakes in the context of industrial productionHow’s your experience? A blockchain-based framework for cookie sharing enabling adversarial diversity
Online recommender systems (RSs) are an integral element of the web used by around 4 billion people world wide. The ultimate goal of these systems is to help users find content, such as articles, videos, products, social media posts, etc. depending on the respective web service, that is in some form appealing or relevant to ...