Contact
Ludwig-Maximilians-Universität München
Lehrstuhl für Datenbanksysteme und Data Mining
Oettingenstraße 67
80538 München
Germany
Lehrstuhl für Datenbanksysteme und Data Mining
Oettingenstraße 67
80538 München
Germany
Room:
F104
Phone:
+49-89-2180-9321
Fax:
+49-89-2180-9192
Email:
zellner@dbs.ifi.lmu.de
Research Interests:
- Process Mining
- Partially and Totally Ordered Sequential Rule Mining
Teaching:
- Oberseminar (SoSe 2021)
- Softwareentwicklungspraktikum (SoSe 2021)
- Softwareentwicklungspraktikum (WiSe 2020/2021)
- Master Seminar "Recent Developments in Process Mining" (SoSe 2020)
- Algorithmen und Datenstrukturen (SoSe 2020)
- Einführung in die Programmierung (WiSe 2019/2020)
- Softwareentwicklungspraktikum (SoSe 2019)
Supervised Theses:
- Using Graph Similarity For Concept Drift Detection
- Discovering Frequent Subtraces with Gaps on Unstructured Processes
- k-Lines Clustering: Extending k-Means to Linearly Correlated Data
- Coalition-Based Ranking on Process Graphs
Possible Phases of a Thesis:
Publications:
- Ludwig Zellner, Florian Richter, Janina Sontheim, Andrea Maldonado, Thomas Seidl. Concept Drift Detection on Streaming Data with Dynamic Outlier Aggregation. Streaming Analytics for Process Mining. ICPM 2020.
- Florian Richter, Andrea Maldonado, Ludwig Zellner, Thomas Seidl. OTOSO: Online Trace Ordering for Structural Overviews. Streaming Analytics for Process Mining. ICPM 2020.
- Richter, F., Lu, Y., Zellner, L., Sontheim, J., & Seidl, T. (2020, October). TOAD: Trace Ordering for Anomaly Detection. In 2020 2nd International Conference on Process Mining (ICPM) (pp. 169-176). IEEE.
- Richter, F., Sontheim, J., Zellner, L., & Seidl, T. (2020, September). TADE: Stochastic Conformance Checking Using Temporal Activity Density Estimation. In International Conference on Business Process Management (pp. 220-236). Springer, Cham.
- Richter, F., Zellner, L., Sontheim, J., & Seidl, T. (2019, October). Model-Aware Clustering of Non-conforming Traces. In OTM Confederated International Conferences" On the Move to Meaningful Internet Systems" (pp. 193-200). Springer, Cham.
- Richter, F., Zellner, L., Azaiz, I., Winkel, D., & Seidl, T. (2019, September). LIProMa: label-independent process matching. In International Conference on Business Process Management (pp. 186-198). Springer, Cham.
- Jossé, Gregor, Matthias Schubert, and Ludwig Zellner. "Easyev: Monitoring and querying system for electric vehicle fleets using smart car data." International Symposium on Spatial and Temporal Databases. Springer, Cham, 2015.