Dr. Martin Frey

https://www.zhaw.ch/de/engineering/institute-zentren/idp/

Membership of networks

• Swiss Statistical Society

• Machine Learning-Aided Startup Investing (MALASI) / Deputy project leader / Project ongoing
• Statistische Analyse von Unfallzahlen (vom Prototyp zur Produktreife) / Project leader / Project ongoing
• Self-Regulated Corrective Actions on GFRP Production Process / Team member / Project ongoing
• Artificial Intelligence to improve venture capital decision making / 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

• Chiaia-Hernández, Aurea C.; Günthardt, Barbara F.; Frey, Martin; Hollender, Juliane,

  2017.

  Unravelling contaminants in the anthropocene using statistical analysis of liquid chromatography–high-resolution mass spectrometry nontarget screening data recorded in lake sediments.

  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.

  A mixture of environmental organic contaminants in lake sediments affects hatching from Daphniaresting eggs.

  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.

• 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.

  ISI 2021 : 63rd 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.

  Automated detection of urban heat islands based on satellite imagery, digital surface models, and a low-cost sensor network [poster].

  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.

  Available from: https://www.astra.admin.ch/dam/astra/de/bilder/Abteilung_Strassenverkehr_allgemein/2018-07-31_VSS1634_Schlussbericht_Statistische_Analyse_von_Unfallzahlen.pdf

• 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:

  ISI 2021 : 63rd World Statistics Congress, virtual, 11-16 july 2021.

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.

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