Dr. Martin Frey

Dr. Martin Frey
ZHAW
School of Engineering
Forschungsschwerpunkt Data Analysis and Statistics
Technikumstrasse 81
8400 Winterthur
Membership of networks
Projects
- Machine Learning-Aided Startup Investing (MALASI) / Deputy project leader / Project completed
- Artificial Intelligence to improve venture capital decision making / Team member / Project completed
- Statistische Analyse von Unfallzahlen (vom Prototyp zur Produktreife) / Project leader / Project completed
- Self-Regulated Corrective Actions on GFRP Production Process / Team member / Project completed
- Tools for statistical Analysis of Accident Occurrences / Project leader / Project completed
- Development of Algorithms for the Analysis of Football Players and Game Situations based on Motion Data / Project leader / Project completed
- Virtual Coaching for motorcycling sports / Project leader / Project completed
- Statistical Analysis of Accident Occurrences / Project leader / Project completed
- Research Package VeSPA / Project leader / Project completed
Publications
-
Te, Yiea-Funk; Wieland, Michèle; Frey, Martin; Pyatigorskaya, Asya; Schiffer, Penny; Grabner, Helmut,
2023.
Making it into a successful series a funding : an analysis of Crunchbase and LinkedIn data.
The Journal of Finance and Data Science.
9(100099).
Available from: https://doi.org/10.1016/j.jfds.2023.100099
-
Ackermann, Kurt Alexander; Burkhalter, Linda; Mildenberger, Thoralf; Frey, Martin; Bearth, Angela,
2021.
Journal of Consumer Behaviour.
21(2), pp. 375-386.
Available from: https://doi.org/10.1002/cb.2012
-
Chiaia-Hernández, Aurea C.; Günthardt, Barbara F.; Frey, Martin; Hollender, Juliane,
2017.
Environmental Science & Technology.
51(21), pp. 12547-12556.
Available from: https://doi.org/10.1021/acs.est.7b03357
-
Möst, Markus; Chiaia-Hernandez, Aurea C.; Frey, Martin P.; Hollender, Juliane; Spaak, Piet,
2015.
Environmental Toxicology and Chemistry.
34(2), pp. 338-345.
Available from: https://doi.org/10.1002/etc.2808
-
Schumacher, Ernst; Blatter, Fritz; Frey, Martin; Heiz, Ueli; Röthlisberger, Ursula; Schär, Martin; Vayloyan, Arthur; Yeretzian, Chahan,
1988.
Metal clusters : between atom and bulk.
Chimia.
42(11), pp. 357.
-
Te, Yiea-Funk; Wieland, Michèle; Frey, Martin; Grabner, Helmut,
2023.
Mitigating discriminatory biases in success prediction models for venture capitals [paper].
In:
2023 10th IEEE Swiss Conference on Data Science (SDS).
10th IEEE Swiss Conference on Data Science (SDS), Zurich, Switzerland, 22-23 June 2023.
IEEE.
pp. 26-33.
Available from: https://doi.org/10.1109/SDS57534.2023.00011
-
Dettling, Marcel; Frey, Martin; Walser, Manuel; Haas, Patrick,
2021.
Impact of mislabelling on deep learning methods and strategies for improvement [paper].
In:
Conference Proceedings of the 63rd ISI World Statistics Congress.
63rd ISI World Statistics Congress, virtual, 11-16 July 2021.
-
Frey, Martin; Murina, Elvis; Rohrbach, Janick; Walser, Manuel; Haas, Patrick; Dettling, Marcel,
2019.
Machine learning for position detection in football [paper].
In:
2019 6th Swiss Conference on Data Science (SDS).
6th Swiss Conference on Data Science (SDS), Bern, 14. Juni 2019.
IEEE.
pp. 111-112.
Available from: https://doi.org/10.1109/SDS.2019.00009
-
Schlögl, Sebastian; Bader, Nico; Anet, Julien Gérard; Frey, Martin; Spirig, Curdin; Renold, Manuel; Gutbrod, Karl,
2021.
In:
EGU General Assembly 2021, Online, 19-30 April 2021.
European Geosciences Union.
Available from: https://doi.org/10.5194/egusphere-egu21-14143
-
Anet, Julien G.; Schlögl, Sebastian; Spirig, Curdin; Frey, Martin P.; Renold, Manuel; Gutbrod, Karl G.,
2021.
Building a new high-density air temperature measurement network in two Swiss cities [poster].
In:
EGU General Assembly 2021, Online, 19-30 April 2021.
European Geosciences Union.
Available from: https://doi.org/10.5194/egusphere-egu21-9102
-
Deublein, Markus; Hafsteinsson, Helgi; Frey, Martin; Dettling, Marcel; Meier, Lukas; Kalisch, Markus,
2018.
Statistische Analyse von Unfallzahlen.
Bern:
Bundesamt für Strassen.
-
Eidgenössisches Departement für Umwelt, Verkehr, Energie und Kommunikation UVEK; Bundesamt für Strassen, eds.,
2016.
Massnahmen und Potenziale im Bereich Verkehrsteilnehmende : Forschungspaket VeSPA Teilprojekt 1-M.
Zürich:
Schweizerischer Verband der Strassen- und Verkehrsfachleute (VSS).
-
Hochschule Luzern - Wirtschaft; Schweizerischen Vereinigung der Verkehrsingenieure und Verkehrsexperten (SVI), eds.,
2016.
Forschungspaket VeSPA Teilprojekt 1-M, Massnahmen und Potenziale im Bereich Verkehrsteilnehmende.
Forschungsberichte SVI
; 1591.
Bern:
Bundesamt für Strassen.
-
Ohnmacht, Timo; Lutzenberger, Martin; Schad, Helmut; Frey, Martin; Ruckstuhl, Andreas; Dettling, Marcel; Rößger, Lars; Schade, Jens,
2014.
Einflüsse von Mensch und Gesellschaft auf das Strassenunfallgeschehen : Phase 1.
St.Gallen:
Schweizerischen Vereinigung der Verkehrsingenieure und Verkehrsexperten (SVI).
-
Dettling, Marcel; Walser, Manuel; Frey, Martin,
2021.
Impact of mislabelling on deep learning.
In:
63rd ISI World Statistics Congress, virtual, 11-16 July 2021.
Publications before appointment at the ZHAW
Frey, M., N. Konz, C. Stamm, and V. Prasuhn. (2011). Identifizierung von Flächen, die
überproportional zur Gewässerbelastung beitragen. Agrarforschung Schweiz 2:156 - 161.
Prasuhn, V., N. Konz, C. Stamm, and M. Frey. (2011). Machbarkeitsstudie Kartierung
beitragender Flächen – Problem fehlender Bodendaten. Bulletin der Bodenkundlichen
Gesellschaft der Schweiz 32:71 - 74.
Frey, M., C. Stamm, M.K. Schneider, and P. Reichert. (2011). Reduction of structural
uncertainties in hydrological modeling using discharge data in a Bayesian Inference
approach. Water Resources Research 47:doi:10.1029/2010WR009993.
Frey, M., A. Dietzel, M. Schneider, P. Reichert, and C. Stamm, (2009). Predicting critical
source areas for diffuse herbicide losses to surface waters: role of connectivity and
boundary conditions. Journal of Hydrology 365, 23 - 36.
Frey, M., C. Stamm, and P. Reichert, (2007). Prediction of contributing areas for diffuse
herbicide losses to surface waters and analysis of its uncertainties. In "XIII Symposium
Pesticide Chemistry - Environmental Fate and Ecological Effects of Pesticides" (A. A. M.
Del Re, E. Capri, G. Fragoulis and M. Trevisan, eds.), pp. 536 - 543. La Goliardica
Pavese, Piacenza.