Teaching & Supervision

Teaching

since 2020
"Introduction to Data Management: Management of Unstructured, Semi-Structured and Structured Data" (VU-3, 198822). Interdisciplinary course for Bachelor and Master students of the Universität Innsbruck. Digital Science Center, Universität Innsbruck.
since 2020
"Statistical Data Analysis" (PS-2, 4030..). Compulsory Module for Bachelor students, Department of Statistics, Faculty of Economics and Statistics, Universität Innsbruck.
since 2019
"Introduction to Programming with R" (VU-3, LV 971003) Interdisciplinary course for Bachelor and Master students of the Universität Innsbruck. Digital Science Center, Universität Innsbruck.
2020—2023
"Supervised Learning: Parametric and Semi-Parametric Modelling" (VU-3, 971004). Compulsory module 'ULG Data Science' at the Faculty of Mathematics, Computer Science and Physics, Universität Innsbruck.
2022
"Software" (VU-2, LV 971001) Compulsory module 'ULG Data Science' at the Faculty of Mathematics, Computer Science and Physics, Universität Innsbruck.
2020—2023
"Data Science in Practice" (PJ-4, LV 971009). Compulsory module 'ULG Data Science' at the Faculty of Mathematics, Computer Science and Physics, Universität Innsbruck.
2019—2023
"Data Management" (VU-1, LV 971003). Compulsory module 'ULG Data Science' at the Faculty of Mathematics, Computer Science and Physics, Universität Innsbruck.
2019
"Introduction to Programming with R" (VU-3, LV 2019S-403300). Interdisciplinary course for Bachelor and Master students of the Universität Innsbruck. Digital Science Center, Universität Innsbruck.
2017
Advanced R programming course for the Austrian national weather service (Zentralanstalt für Meteorologie und Geodynamik, ZAMG). Main topics: time series, parallelization, and geo-data processing.
2012
"Weather Briefing 1" (PR-1, LV 2012S-707661-0). Bachelor's course at the Department of Atmospheric and Cryospheric Sciences, Universität Innsbruck.
2009
Tutor, Department of Atmospheric and Cryospheric Sciences, Universität Innsbruck. Diploma course "Introductory Seminar Course in Satellite Meteorology".

Supervision

2024
Schintler J (2024). Prevalence and Incidence of Patient-specific Factors Associated with Delirium in Hospitalised Adult Patients. Master thesis, University of Innsbruck, Department of Pharmacy/Clinical Pharmacy. Supervisors: Weidmann AE, Stauffer R.[ bib ]
2024
Angermann C (2024). HEATWEX - Modeling Socioeconomic Heat Events in Austria. Master thesis “universitätslehrgang data science”, University of Innsbruck, Department of Mathematics. Supervisors: Hell TJ, Stauffer R.[ bib ]
2023
Leitner A (2023). Predicting the Normalized Difference Vegetation Index (NDVI) using Sentinel-2 Imagery Enhanced with Meteorological Data. Master thesis “universitätslehrgang data science”, University of Innsbruck, Department of Mathematics. Supervisors: Stauffer R.[ bib ]
2022
Klotz J (2022). Machine Learning for HPLC Retention Time Prediction. Master thesis “universitätslehrgang data science”, University of Innsbruck, Department of Mathematics. Supervisors: Stauffer R, Schlosser L.[ bib ]
2020
Morgenstern DS (2020). Multidecadal Foehn Time Series Reconstruction Using Machine Learning and ERA5 Reanalysis Data. Master thesis, University of Innsbruck, Department of Atmospheric and Cryospheric Sciences. Supervisors: Mayr GJ, Stauffer R.[ bib ]
2019
Türkmen E (2019). Validität des Manchester Triage Systems in der neurologischen Notfallaufnahme. Diploma thesis, Medical University of Innsbruck, University Hospital for Neurology. Supervisors: Lackner P.[ bib ]
2019
Kiesenebner A (2019). Neurologische Leitsymptome in der Notfallaufnahme Innsbruck. Diploma thesis, Medical University of Innsbruck, University Hospital for Neurology. Supervisors: Lackner P.[ bib ]
2019
Kuhlmann FI (2019). Meteorologischer Einfluss auf psychiatrische Erkrankungen und Alkoholintoxikationen im Kindes- und Jugendalter. Diploma thesis, Medical University of Innsbruck, University Hospital for Pediatric Care. Supervisors: Michel M, Scholl-Bürgi S, Stauffer R.[ bib ]
2019
Mache CH (2019). Meteorologischer Einfluss auf Kopfschmerzen und Krampfanfälle im Kindes- und Jugendalter. Diploma thesis, Medical University of Innsbruck, University Hospital for Pediatric Care. Supervisors: Michel M, Scholl-Bürgi S, Stauffer R.[ bib ]
2018
Schmidt AU (2018). Weather Type Classification in Statistically Postprocessed Temperature and Precipitation Forecasts. Master thesis, University of Innsbruck, Department of Atmospheric and Cryospheric Sciences. Supervisors: Mayr GJ, Stauffer R.[ bib | http ]
2018
Göbel MU (2018). Statistical Post-Processing of a Numerical Weather Prediction Model with Neural Networks. Master thesis, University of Innsbruck, Department of Atmospheric and Cryospheric Sciences. Supervisors: Mayr GJ, Stauffer R.[ bib | http ]
2017
Brunhuber S (2017). Return Periods of Extratropical Storms In Europe: A Spatial Prediction Approach. Master thesis, University of Innsbruck, Department of Atmospheric and Cryospheric Sciences. Supervisors: Mayr GJ, Hanley J, Stauffer R.[ bib | http ]
2016
Zweifel LY (2016). Probabilistic Foehn Forecasting for the Gotthard Region Based on Model Output Statistic. Master thesis, University of Innsbruck, Department of Atmospheric and Cryospheric Sciences. Supervisors: Mayr GJ, Stauffer R.[ bib | http ]
2014
Fiegl G (2014). Probabilistic Categorical Wind Gust Forecast in Complex Terrain: Case Study on Hahnenkamm, Austria. Master thesis, University of Innsbruck, Department of Atmospheric and Cryospheric Sciences. Supervisors: Mayr GJ, Stauffer R.[ bib | http ]
2014
Staudacher J (2014). Vorhersage von Schneeverfrachtungsklassen an ausgewählten Tiroler Standorten. Diploma thesis, University of Innsbruck, Department of Atmospheric and Cryospheric Sciences. Supervisors: Mayr GJ, Stauffer R.[ bib | http ]