Dr. Mario Gellrich
Dr. Mario Gellrich
ZHAW
School of Management and Law
Institute of Business Information Technology
Theaterstrasse 17
8400 Winterthur
Work at ZHAW
Position
Lecturer in Business Informatics & Data Science
Focus
- Data Analytics and Applied Statistics with Python and R
- Spatial Data Analysis & Geographical Information Systems (GIS)
- Machine Learning / Natural Language Processing
Teaching
- Scientific Programming (BSc)
- Data Analytics (BSc)
- Use of Geodata in Marketing (BSc)
- Data Science (MSc)
- Applied Research Methods (MSc, Real Estate & Facility Management)
Experience
- Lecturer
Institute for Business Informatics (ZHAW, SML)
2019 - today - Senior Data Scientist, Business Analyst, Projektleader
pom+Consulting AG
2018 - 2019 - Senior Data Scientist, Business Analyst, Project Leader
Swisscom (Schweiz) AG
2012 - 2018 - Senior Consultant, Data Analyst
Wüest & Partner AG
2008 - 2012 - Research assistant
ETH Zürich
2005 - 2008 - Research assistant
Eidg. Forschungsanstalt WSL
2002 - 2005 - Research assistant
Technische Universität Dresden
2001 - 2002
Education and Continuing education
Education
- WB-Diploma / Applied Statistics
Eidgenössische Technische Hochschule (ETH) Zürich
2007 - 2009 - Dissertation, Dr. rer. nat.
Eidg. Forschungsanstalt WSL / Albert-Ludwigs-Universität Freiburg im Breisgau
2002 - 2007 - Certificate / Geographical Information Systems (GIS) in Economy and Administration
Bildungswerk Ost-West
2001 - 2002 - Diploma / Faculty of Forest-, Geo- and Hydrosciences
Technische Universität Dresden
1995 - 2001
Publications
-
Schnellmann, Marianne; Block, Andreas; Gellrich, Mario,
2022.
HMD Praxis der Wirtschaftsinformatik.
60(4), pp. 906-922.
Available from: https://doi.org/10.1365/s40702-022-00893-6
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Chaianong, Aksornchan; Winzer, Christian; Gellrich, Mario,
2022.
Energy Strategy Reviews.
2022(43), pp. 100895.
Available from: https://doi.org/10.1016/j.esr.2022.100895
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Gellrich, Mario; Block, Andreas; Leikert-Böhm, Ninja,
2022.
Environmental Research: Infrastructure and Sustainability.
2(2), pp. 021003.
Available from: https://doi.org/10.1088/2634-4505/ac6a09
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Block, Andreas; Gellrich, Mario; Russ, Christian,
2021.
European Journal of Applied Business and Management.
7(1), pp. 58-83.
Available from: http://nidisag.isag.pt/index.php/IJAM/article/view/547
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Wiedemann, Anna; Locher, Mario; Miscione, Gianluca; Gellrich, Mario; Thatcher, Jason B.,
2024.
Innovation in operation : dynamic transformations in IT routines presenter information [paper].
In:
ECIS 2024 Proceedings.
32nd European Conference on Information Systems (ECIS), Paphos, Cyprus, 13-19 June 2024.
Association for Information Systems.
Available from: https://aisel.aisnet.org/ecis2024/track11_dss/track11_dss/5/
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Heinrich, Peter; Hollerer, Dagmar; Karthaus, Christoph; Gellrich, Mario,
2023.
In:
21. Fachtagung Bildungstechnologien (DELFI).
21. Fachtagung Bildungstechnologien der GI Fachgruppe Bildungstechnologien (DELFI), 10. Fachtagung Hochschuldidaktik Informatik (HDI), Aachen, Deutschland, 11.-14. September 2023.
Bonn:
Gesellschaft für Informatik.
pp. 187-192.
Lecture Notes in Informatics (LNI) - Proceedings ; P-322.
Available from: https://doi.org/10.18420/delfi2023-30
Publications before appointment at the ZHAW
- Menghini, G., Hersperger, A., Gellrich, M., & Seidl, I. (2015). Transferable Development Rights in Switzerland: Concept and Results of an Agent-Based Market Simulation DISP: Planning Review, 51(2), 49-61. doi.org/10.1080/02513625.2015.1064647
- Gellrich, M., Baur, P., Robinson, B. H., & Bebi, P. (2008). Combining classification tree analyses with interviews to study why sub-alpine grasslands sometimes revert to forest: A case study from the Swiss Alps. Agricultural Systems, 96, 124-138. doi.org/10.1016/j.agsy.2007.07.002
- Rickebusch, S., Gellrich, M., Lischke, H., Guisan, A., & Zimmermann, N. E. (2007). Combining probabilistic land-use change and tree population dynamics modelling to simulate responses in mountain forests. Ecological Modelling, 209, 157-168. doi.org/10.1016/j.ecolmodel.2007.06.027
- Gellrich, M., Baur, P., Koch, B., & Zimmermann, N. E. (2007). Agricultural land abandonment and natural forest re-growth in the Swiss mountains: A spatially explicit economic analysis. Agriculture, Ecosystems and Environment, 118, 93-108. doi.org/10.1016/j.agee.2006.05.001
- Gellrich, M., & Zimmermann, N. E. (2007). Investigating the regional-scale pattern of agricultural land abandonment in the Swiss mountains: A spatial statistical modelling approach. Landscape and Urban Planning, 79, 65-76. doi.org/10.1016/j.landurbplan.2006.03.004
- Gellrich, M., Baur, P., & Zimmermann, N. E. (2007). Natural forest regrowth as a proxy variable for agricultural land abandonment in the Swiss mountains: a spatial statistical model based on geophysical and socio-economic variables. Environmental Modeling and Assessment, 12(4), 269-278. doi.org/10.1007/s10666-006-9062-6
- Niederhuber, M., Gellrich, M., de Filippi, R. 2007. Spatial analysis and modelling: Ein Wahlpflichtfach in der Konzeption. In Lernen mit Geoinformation. Band II, edited by Jekel, Thomas, Koller, A. and Strobl, J., pp. 216-225, Heidelberg: Wichmann, 2007.
- Baur, P., Bebi, P., Gellrich, M., & Rutherford, G. (2006). WaSAlp - Waldausdehnung im Schweizer Alpenraum. Eine quantitative Analyse naturräumlicher und sozio-ökonomischer Ursachen unter besonderer Berücksichtigung des Agrarstrukturwandels. Schlussbericht. Birmensdorf: Eidgenössische Forschungsanstalt für Wald, Schnee und Landschaft.
- Baur, P., Gellrich, M., & Bebi, P. (2005). Die Rückkehr des Waldes als Wohlstandsphänomen. Bündnerwald, 58(4), 57-61.