Philipp Röchner

According to our database, Philipp Röchner authored at least 9 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

We Need to Rethink Benchmarking in Anomaly Detection.

Philipp Röchner, Simon Klüttermann, Franz Rothlauf, Daniel Schlör

CoRR, July, 2025

Beyond performance: evaluating non-functional requirements of machine learning algorithms.

Philipp Röchner

PhD thesis, 2025

Evaluating robustly standardized explainable anomaly detection of implausible variables in cancer data.

Philipp Röchner, Franz Rothlauf

J. Am. Medical Informatics Assoc., 2025

2024

Evaluating outlier probabilities: assessing sharpness, refinement, and calibration using stratified and weighted measures.

Philipp Röchner, Henrique O. Marques, Ricardo J. G. B. Campello, Arthur Zimek

Data Min. Knowl. Discov., November, 2024

Using machine learning to link electronic health records in cancer registries: On the tradeoff between linkage quality and manual effort.

Philipp Röchner, Franz Rothlauf

Int. J. Medical Informatics, 2024

Robust Statistical Scaling of Outlier Scores: Improving the Quality of Outlier Probabilities for Outliers (Extended Version).

Philipp Röchner, Henrique O. Marques, Ricardo J. G. B. Campello, Arthur Zimek, Franz Rothlauf

CoRR, 2024

Robust Statistical Scaling of Outlier Scores: Improving the Quality of Outlier Probabilities for Outliers.

Philipp Röchner, Henrique O. Marques, Ricardo J. G. B. Campello, Arthur Zimek, Franz Rothlauf

Proceedings of the Similarity Search and Applications - 17th International Conference, 2024

On the Fidelity-Privacy Tradeoff of Synthetic Cancer Registry Data.

Philipp Röchner

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

2023

MTGP: Combining Metamorphic Testing and Genetic Programming.

Dominik Sobania, Martin Briesch, Philipp Röchner, Franz Rothlauf

Proceedings of the Genetic Programming - 26th European Conference, 2023