The data mining group focuses on the the mining of data in general, like mining for classification & regression and clustering, as well as extracting information from complex data and origins. Furthermore, the groups expertise is also in visualization or the applications of data mining on real-world problems and research questions. The following sections and paragraphs give some initial insight into our research areas:
- Data mining
- Classification & regression
- Clustering
- Pattern Mining
- Density Estimation
- Process Mining
- Visualization
- Mining Complex Data
- Data Streams
- Graph Mining
- Sequence and String Mining
- Relational Data Mining and Inductive Logic Programming
- Spatio-Temporal Data
- Image Data (Pixel/Voxel Data)
- Applications
- Educational Data Mining
- Aviational Data Mining
- Cheminformatics
- Bioinformatics
- Medical Data Mining
- Computational Sustainability
- Text Mining
- Biodegradability and Biodegradation
- Predictive Toxicology