Data and Knowledge Management (DKM)

Slides from the information meeting on 25 September 2026 are here.

Page title Published Supervisor(s)
What can (and cannot) we learn with GNNs? Sep. 29, 2026
IM-Lab Master’s Thesis Topics Sep. 25, 2026
A prompt laboratory for simple ontology questions Sep. 25, 2026
Using logical clues and LLMs to connect knowledge bases Sep. 25, 2026
Datastar: An educational SQL-based game Sep. 25, 2026
Reliable Actionable Recourse through Explainable AI Sep. 9, 2026
Temporal-Behaviour-Aware Fair Actionable Recourse Sep. 9, 2026
xAI for Sleep Medicine Sep. 18, 2025
AI-based Knowledge Graph for Maritime Data Integration Sep. 11, 2025
Improving Explainability in LLM/RAG Pipelines for Information Extraction Sep. 11, 2025
Exploring LLMs for Synthetic Time-Series Data Generation and Quality Improvement Sep. 11, 2025
A Retrieval-Augmented Generation (RAG)-based Multimodal Research Assistant for Rare Diseases Sep. 11, 2025
Enhancing a Knowledge Graph and LLM-based Disease Theory System for Disease Understanding Sep. 11, 2025
LLM Research Assistant for Urban Air Quality Sep. 11, 2025
Predicting Resource Usage at Scale in Data Pipeline Systems Sep. 11, 2025
Integration of Hardware Emulation into Data Pipeline Systems for Energy and Performance Analysis Sep. 11, 2025
System Emulation and Attack Simulation for Cybersecurity Sep. 11, 2025
Automated Compliance Checking of Data Pipelines Using Multi-Agent LLMs Sep. 11, 2025
Data Pipelines Creation Using Multi-Agent LLMs Sep. 11, 2025
Developing Systematic Techniques for Multi-Agent LLM System Development Sep. 11, 2025
Where XAI Meets LLMs: Generating Human-Centric Explanations for Tabular Machine Learning Models Nov. 21, 2024
XAI for Software Engineering Nov. 18, 2024
Making Model Evolution Understandable to Domain Users Oct. 23, 2024
Reasoning about Descriptions Sep. 25, 2024
SPARQL Query Optimization with SHACL Constraints Sep. 25, 2024
Probing Language Models: A Study Case on Biases using the Census Dataset Sep. 7, 2023
From sensor to ML – Integrated data warehouse support for health data acquisition, curation, management and ML Sep. 13, 2022
Knowledge Graphs-based real-time Digital Twins with analytics support June 29, 2021
Collaborative Image Annotation for Deep Learning May 7, 2021
Easy Query Formulation for Complex Relationships Aug. 12, 2020