Scholar
Philipp Röchner
Google Scholar ID: YisCvOUAAAAJ
Research Assistant at Johannes Gutenberg University Mainz
Citations & Impact
Citations
28
H-index
3
i10-index
1
Publications
10
Co-authors
7
list available
Contact
Publications
Resume (English only)
Research Experience
- Since 05/2025: Postdoctoral researcher at University of Southern Denmark (Odense), Supervisor: Ricardo Campello
- Since 04/2025: Postdoctoral researcher at Johannes Gutenberg University Mainz, Chair of Information Systems and Business Administration, Supervisor: Franz Rothlauf
- 07/2024: Research stay at University of Southern Denmark (Odense) with Arthur Zimek and Henrique Marques
- 03/2023 – 07/2023: Research stay at University of Southern Denmark (Odense) with Arthur Zimek and Henrique Marques
- 06/2020 – 03/2025: Research assistant and doctoral candidate at Johannes Gutenberg University Mainz, Supervisor: Franz Rothlauf
- 10/2017 – 09/2019: Business consultant at PA Consulting (Frankfurt), focusing on process optimization using machine learning
- 02/2016 – 02/2017: Intern and working student at Deutsche Bahn (DB Netz AG, Frankfurt) for business development in European rail freight transport
Background
- Research interests include: (Real-world) evaluation of machine learning algorithms
- Unsupervised anomaly/outlier detection and clustering
- Machine learning in medical, health, and bioinformatics
- Clustering single-cell data
- Measuring and improving data quality using machine learning
