Thesis Projects
Information about Diploma/Master thesis process
Open Theses
Bridging Skill Gaps using Smart Skill Assessment Tool
An AI-based skill assessment tool[Applications closed] LLM-based Tool for Integrating Ontologies and Knowledge Graphs Into Researchers’ RDM Processes
LLM-based Tool for Integrating Ontologies and Knowledge Graphs Into Researchers' RDM ProcessesLeveraging Large Language Models for Enhanced Decision Support in Home Energy Management
Large language models (LLMs) have proven the ability to assist diverse users in conducting a variety of individual tasks via intuitive and natural conversations. This thesis discusses a utilization of LLMs as a tool for informed decision-making in energy investments and operations. One major goal is to transform the way the consumers engage with home ...The impact of privacy-enhancing technologies on the quality of services on power grid systems
An evaluation methodology for cyber security on (smart) grid systems
The overhead of security-by-design requirements on current power grid systems
Running Theses
Intelligent Career and Learning Pathways Recommendation
Intelligent Career and Learning Pathways RecommendationAn Ontology-Guided GraphRAG Approach for GDPR Documents
An Ontology-Guided GraphRAG Approach for GDPR DocumentsOn the Evaluation of Retrieval Augmented Generation-based Cypher Queries
On the Evaluation of Retrieval Augmented Generation-based Cypher QueriesVirtual Graph-based Data Access in Heterogeneous Distributed-Analytics Environments
The goal of this thesis is to evaluate the applicability of Virtual Graphs in a Distributed Analytics environment.Guided Knowledge Presentations with Mixed Reality Agents
Mixed reality agents are simulated humans who are displayed in a mixed reality environment, e.g., in augmented reality or virtual reality. They provide the opportunity to support teaching activities with automation. Possible use cases include general presentations in one place, e.g., of lecture content and station-based routes as seen in museums or with tourist guides. ...
Completed Theses
A Condensation-based Anonymization Approach for Intrusion Detection
A Condensation-based Anonymization Approach for Intrusion DetectionLocal Differential Privacy Preserving Intrusion Detection Systems
Local Differential Privacy Preserving Intrusion Detection SystemsExplainable Data – Trust, Transparency and Bias Mitigation in ML
This bachelor thesis aims to delve into the critical intersection of trust, transparency, and bias mitigation in machine learning (ML) systems through the lens of explainable data. The proliferation of ML algorithms across various domains has underscored the importance of understanding how these systems make decisions, especially when they impact individuals or societal outcomes.Need for Speed: Evaluating Feedback Latency in Psychomotor Learning
The bachelor thesis aims to contribute to the ongoing research project MILKI-PSY, which is centered around advancing Self-Regulated Learning (SRL) in psychomotor training through multimodal immersive mentoring. In the context of the project, we explore how various calculation mechanisms and hardware decision impact the latency of feedback in psychomotor learning.Algorithmic Approaches to Overlapping Community Detection – PSO_LPA and Graph Visualization
Algorithmic Approaches to Overlapping Community Detection - PSO_LPA and Graph Visualization