Prof. Dr. Andreas Ruckstuhl

Prof. Dr. Andreas Ruckstuhl
ZHAW
School of Engineering
Forschungsschwerpunkt Data Analysis and Statistics
Technikumstrasse 81
8400 Winterthur
Personal profile
Position at the ZHAW
Professional development teaching
Membership of networks
- American Statistical Association
- Schweizerische Gesellschaft für Statistik
- Präsident von 2005 bis 09
- Vorstand der Sektion "Education and Research" von 2009 bis 2018
Projects
- «Beyond Public Management» - E-participation based on collective intelligence / Team member / Project ongoing
- Data Anonymization for SBB / Team member / Project completed
- Evaluation of the current data anonymization practice at Swisscom / Team member / Project completed
- Automatic Evaluation of Thermoanalytical Curves / Deputy project leader / Project completed
- Anonymisation of data sets from Helsana / Team member / Project completed
- Estimation of hourly efforts for projects of architects, landscape architects, engineers and building technicians / Team member / Project completed
- Energy Optimization for Vessel Operations / Team member / Project completed
- Research Package VeSPA / Team member / Project completed
- A model based three-stage classifier for airborne particles / Team member / Project completed
- Predicting customer behavior by combining freetext information with structured customer data / Team member / Project completed
- Ammoniakimmissionsmessungen. Vergleich von Zürcher- und Radiello-Passivsammlern / Team member / Project completed
- Contribution of liquid manor to ambient ammonia / Team member / Project completed
- Online concentration maps of air pollutants / Team member / Project completed
- Planning and Optimization of marketing campaigns under dyanamical customer behavior / Team member / Project completed
- Modellwahl und -evaluation im analytischen CRM / Team member / Project completed
Publications
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Mildenberger, Thoralf; Braschler, Martin; Ruckstuhl, Andreas; Vorburger, Robert; Stockinger, Kurt,
2023.
The role of data scientists in modern enterprises : experience from data science education.
SIGMOD Record.
Available from: https://doi.org/10.21256/zhaw-27357
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Meier, Mario Federico; Mildenberger, Thoralf; Locher, René; Rausch, Juanita; Zünd, Thomas; Neururer, Christoph; Ruckstuhl, Andreas; Grobéty, Bernard,
2018.
Journal of Aerosol Science.
123, pp. 1-16.
Available from: https://doi.org/10.1016/j.jaerosci.2018.05.012
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Brügger, Urs; Horisberger, Bruno; Ruckstuhl, Andreas; Plessow, Rafael; Eichler, Klaus; Gratwohl, Alois,
2015.
BMJ Open.
5(3).
Available from: https://doi.org/10.1136/bmjopen-2014-007021
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Brügger, Urs; Ruckstuhl, Andreas; Horisberger, Bruno; Gratwohl, Alois,
2014.
International Journal of Technology Assessment in Health Care.
30(3), pp. 253-259.
Available from: https://doi.org/10.1017/S0266462314000233
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Ruckstuhl, Andreas; Henne, Stephan; Reimann, Stefan; Steinbacher, Martin; Vollmer, Martin K.; O’Doherty, Simon; Buchmann, Brigitte; Hueglin, Christoph,
2012.
Robust extraction of baseline signal of atmospheric trace species using local regression.
Atmospheric Measurement Techniques.
5(11), pp. 2613-2624.
Available from: https://doi.org/10.5194/amt-5-2613-2012
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Wieser, Simon; Horisberger, Bruno; Schmidhauser, Sara; Eisenring, Claudia; Brügger, Urs; Ruckstuhl, Andreas; Dietrich, Jürg; Mannion, Anne F.; Elfering, Achim; Tamcan, Özgür; Müller, Urs,
2011.
Cost of low back pain in Switzerland in 2005.
Journal of Health Economics.
12(5), pp. 455-467.
Available from: https://doi.org/10.1007/s10198-010-0258-y
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Heitz, Christoph; Dettling, Marcel; Ruckstuhl, Andreas,
2011.
Modelling customer lifetime value in contractual settings.
International Journal of Services Technology and Management.
16(2), pp. 172-190.
Available from: https://doi.org/10.1504/IJSTM.2011.042595
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Müller, Urs; Mannion, Anne F.; Wieser, Simon; Tamcan, Özgür; Ruckstuhl, Andreas; Elfering, Achim; Eisenring, Claudia; Schmidhauser, Sara; Horisberger, Bruno,
2009.
Dem Rückenschmerz ein Gesicht geben.
Schweizerisches Medizin-Forum.
9(26), pp. 484-486.
Available from: https://doi.org/10.4414/smf.2009.06862
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Ruckstuhl, Andreas; Jacobson, Matthew P.; Field, Robert W.; Dodd, James A.,
2001.
Baseline subtraction using robust local regression estimation.
Journal of Quantitative Spectroscopy & Radiative Transfer.
68(2), pp. 179-193.
Available from: https://doi.org/10.1016/S0022-4073(00)00021-2
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Ruckstuhl, Andreas; Welsh, A.H.,
2001.
Robust fitting of the binomial model.
Annals of Statistics.
29(4), pp. 1117-1136.
Available from: http://www.jstor.org/stable/2674073
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Ruckstuhl, Andreas; Welsh, A.H.; Carroll, R.J.,
2000.
Nonparametric function estimation of the relationship between two repeatedly measured variables.
Statistica Sinica.
10(1), pp. 51-71.
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Dettling, Marcel; Ruckstuhl, Andreas,
2019.
.
In:
Braschler, Martin; Stadelmann, Thilo; Stockinger, Kurt, eds.,
Applied data science : lessons learned for the data-driven business.
Cham:
Springer.
pp. 181-203.
Available from: https://doi.org/10.1007/978-3-030-11821-1_11
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Stockinger, Kurt; Stadelmann, Thilo; Ruckstuhl, Andreas,
2016.
.
In:
Fasel, Daniel; Andreas, Meier, eds.,
Big Data.
Wiesbaden:
Springer.
pp. 59-81.
Edition HMD.
Available from: https://doi.org/10.1007/978-3-658-11589-0_4
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Stadelmann, Thilo; Stockinger, Kurt; Braschler, Martin; Cieliebak, Mark; Baudinot, Gerold; Dürr, Oliver; Ruckstuhl, Andreas,
2013.
Applied data science in Europe : challenges for academia in keeping up with a highly demanded topic [paper].
In:
Proceedings of the 9th European Computer Science Summit.
9th European Computer Science Summit, Amsterdam, Niederlande, 8-9 October 2013.
-
Heitz, Christoph; Ruckstuhl, Andreas; Dettling, Marcel,
2010.
Customer lifetime value under complex contract structures [paper].
In:
Morin, Jean-Henry; Ralyté, Jolita; Snene, Mehdi, eds.,
Exploring services science : first international conference, IESS 2010, Geneva, Switzerland, february 17-19, 2010 - revised papers.
First International Conference (IESS 2010) Geneva, Switzerland, 17-19 February 2010.
Berlin:
Springer.
pp. 276-281.
Lecture notes in business information processing ; 53.
Available from: https://doi.org/10.1007/978-3-642-14319-9_24
-
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).
-
Ruckstuhl, Andreas; Weibel, Marc; Meier, Peter,
2013.
Risk & portfolio construction : from sub-optimal to optimal.
Investment & Pensions Europe.
Available from: https://www.ipe.com/risk-and-portfolio-construction-from-sub-optimal-to-optimal/53189.article
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Meier, Peter; Ruckstuhl, Andreas,
2012.
Finanz und Wirtschaft.
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Widmer, Paul; Buhl, Thomas; Ruckstuhl, Andreas; Dettling, Marcel; Rüeger, Sina,
2011.
Neue Erkenntnisse zum Mobilitätsverhalten dank Data Mining.
Forschungsberichte SVI
; 1365.
Ittigen:
Bundesamt für Strassen.
Available from: https://doi.org/10.21256/zhaw-4215
-
Meier, Peter; Ruckstuhl, Andreas,
2008.
Hedge-Fonds : Annus mirabilis nach Annus horribilis?.
Handelszeitung.
2008(52).
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Dürr, Franziskus; Meier, Peter; Ruckstuhl, Andreas,
2008.
Winterthur:
ZHAW Zürcher Hochschule für Angewandte Wissenschaften.
Available from: https://doi.org/10.21256/zhaw-92
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Meier, Peter; Ruckstuhl, Andreas; Betscher, Michael,
2006.
Finanz und Wirtschaft.
2006(58).
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Wildi, Marc; Heitz, Christoph; Strankmann, Manfred; Ruckstuhl, Andreas,
2006.
Neuer Studiengang Wirtschaftsingenieurwesen : von IDP zu WI.
ZHWInfo.
28, pp. 28.
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Ruckstuhl, Andreas; Locher, René; Jans, Armin,
2005.
Swiss Statistical Society Bulletin.
2005(51), pp. 3-6.
Available from: https://www.stat.ch/images/bulletin/pdfs/bulletin51.pdf
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Jans, Armin; Ruckstuhl, Andreas; Locher, René,
2004.
Pensionskassenstatistik 1998 : neue Erkenntnisse.
Schweizer Personalvorsorge.
2004(17), pp. 9.
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Zentralschweizer Umweltschutzdirektionen (ZUDK), ed.,
2003.
Luzern:
in-Luft.
Available from: https://doi.org/10.21256/zhaw-2027
-
Strankmann, Manfred; Müller, Marianne; Ruckstuhl, Andreas,
2001.
Studiengang Datenanalyse und Prozessdesign an der Zürcher Hochschule Winterthur.
Bulletin der Schweizerischen Gesellschaft für Statistik.
2001(38), pp. 7.
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Müller, Marianne; Ruckstuhl, Andreas,
2001.
Vertiefungsrichtung Datenanalyse.
ZHWInfo.
15, pp. 20.
-
Krebs, Walter; Gamp, Edi; Kley-Raymann, Marta; Peter, Gustav; Ruckstuhl, Andreas; Spielmann, Thomas; Brunner, Karl; Hungerbühler, Paul; Graf-Hausner, Ursula,
2000.
Reduktion von flüchtigen organischen Kohlenwasserstoffen (VOC) mit dem Biotropfkörperverfahren [poster].
In:
59. Jahresversammlung der Schweizerischen Gesellschaft für Mikrobiologie, Zürich, 2000.
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Meier, Peter; Rüstmann, Marco; Ruckstuhl, Andreas,
2012.
Constructing a continuous art painting index based on a hedonic approach.
In:
Art Market Symposium, Basel, 14 June 2012.
-
Heitz, Christoph; Hary, Ingo; Dettling, Marcel; Ruckstuhl, Andreas,
2008.
Direct marketing of service contracts under autonomous customer dynamics.
In:
INFORMS Annual Meeting 2008, Washington, USA, 11-14 October 2008.
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Corsten, Daniel; Heitz, Christoph; Ruckstuhl, Andreas,
2007.
A method to detect out of stock.
In:
INFORMS Annual Meeting 2007, Seattle, USA, 3-6 November 2007.
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Ruckstuhl, Andreas; Meier, Peter,
2007.
Using alternative beta to assess the strategies of fund of hedge funds.
In:
IRC Confernce, Geneva, September 2007.
-
Ruckstuhl, Andreas,
2007.
Robuste Schätzung : ein Muss in der statistischen Datenanalyse.
In:
Zürcher Kolloquium über anwendungsorientierte Statistik, Zürich, 12. April 2007.
-
Meier, Peter; Bretscher, Michael; Ruckstuhl, Andreas,
2007.
Style analysis for funds of hedge funds with LASSO.
In:
10th SGF Conference, Annual Meeting of the Swiss Society for Financial Market Research, Zurich, 30 March 2007.
-
Ruckstuhl, Andreas,
2006.
Nichtlineare Regression : flexibler aber auch anspruchsvoller als die lineare Regression.
In:
Tagung des Vereins Deutscher Ingenieure «Neue Entwicklungen in der Messunsicherheitsermittlung», Düsseldorf, Deutschland, 2006.
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Hüglin, Christoph; Marti, Adrian; Ruckstuhl, Andreas,
2003.
In:
European Aerosol Conference (EAC), Madrid, Spain, 31 August - 5 September 2003.
-
Krebs, Walter; Gamp, Edi; Kley-Raymann, Marta; Peter, Gustav; Ruckstuhl, Andreas; Spielmann, Thomas; Brunner, Karl; Hungerbühler, Paul; Graf-Hausner, Ursula,
2000.
Biotrickling filter for the reduction of volatile organic compounds (VOC) in waste gas.
In:
Biotechnology 2000, Berlin, Germany, 3-8 September 2000.