Dr. Marcel Dettling

Dr. Marcel Dettling
ZHAW
School of Engineering
Forschungsschwerpunkt Data Analysis and Statistics
Technikumstrasse 81
8400 Winterthur
Personal profile
Position at the ZHAW
www.zhaw.ch/en/engineering/institutes-centres/idp/
Professional development teaching
Projects
- Wirkungsanalyse zum Risikoausgleich mit pharmazeutischen Kostengruppen (PCG) / Team member / Project ongoing
- Smart Hospital – Integrated Framework, Tools & Solutions (SHIFT) / Project leader / Project ongoing
- Crowdworking in Switzerland (CroWiS) - an interdisciplinary analysis taking the example of nurse crowd workers / Team member / Project ongoing
- Angebot und Nutzung der Ergänzenden Hilfen zur Erziehung im Kanton Zürich / Team member / Project completed
- Gender Pay Gap Analysis / Project leader / Project completed
- Statistische Auswertung der Zuckererhebung 2021 / Project leader / Project completed
- Detailed meal forecast for the restaurant industry / Deputy project leader / Project completed
- Development of the Waste Management Ecosystem based on a Smart Connected Product-Service-System (PSS) / Team member / Project completed
- Statistische Analyse von Unfallzahlen (vom Prototyp zur Produktreife) / Deputy project leader / Project completed
- Automatic Evaluation of Thermoanalytical Curves / Team member / Project completed
- Statistische Auswertungen zur Zuckererhebung 2018 / Project leader / Project completed
- Analyse der Luftfahrtunfälle in der Schweiz 2019 / Project leader / Project completed
- Tools for statistical Analysis of Accident Occurrences / Deputy project leader / Project completed
- The burden of smoking in Switzerland: Estimate for 2015 and Prognosis up to 2050 / Team member / Project completed
- Development of Algorithms for the Analysis of Football Players and Game Situations based on Motion Data / Deputy project leader / Project completed
- Prediction of Turnover in Gastronomy / Team member / Project completed
- Development ST Reha / Team member / Project completed
- Statistical Analysis of Accident Occurrences / Deputy project leader / Project completed
- Energy Optimization for Vessel Operations / Project leader / Project completed
- Research Package VeSPA / Team member / Project completed
- Online-Detektion der Qualität beim Laserschneiden / Project leader / Project completed
- Entwicklung eines Patientenklassifikationssystems (PCS) für die geriatrische Rehabilitation in der Schweiz / Team member / Project completed
- TARPSY / Team member / Project completed
- MobileMall / Team member / Project completed
- Kodierrevision SwissDRG / Project leader / Project completed
- PPS Paraplegiology / Team member / Project completed
- Predicting customer behavior by combining freetext information with structured customer data / Team member / Project completed
- Modellierung der Austrittswahrscheinlichkeit von Privatkunden aus der Mobility-Genossenschaft / Project leader / Project completed
- NetSense / Team member / Project completed
- Effectiveness of Complementary and Alternative Medicine / Project leader / Project completed
- Planning and Optimization of marketing campaigns under dyanamical customer behavior / Team member / Project completed
- Modellwahl und -evaluation im analytischen CRM / Project leader / Project completed
Publications
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Monstein, Raphael; Capone, Pierluigi; Dettling, Marcel,
2019.
Determination of model structure from flight test with generalized additive models.
Journal of Aircraft.
Available from: https://doi.org/10.2514/1.C035171
-
Goren Huber, Lilach; Kunz, Simon; Dettling, Marcel,
2018.
Condition-based maintenance decision making : a practical approach for marine vessels.
International Journal of COMADEM.
21(3), pp. 15-20.
Available from: https://apscience.org/comadem/index.php/comadem/article/view/93
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Simoes-Wüst, Paula; Rist, Lukas; Dettling, Marcel,
2014.
Journal of Alternative & Complementary Medicine.
20(1), pp. 1-8.
Available from: https://doi.org/10.1089/acm.2012.0762
-
Simões-Wüst, Ana Paula; Rist, Lukas; Dettling, Marcel,
2012.
Medication use by CAM users and non-users : a Swiss cross-sectional survey.
European Journal of Integrative Medicine.
4, pp. 172-173.
Available from: https://doi.org/10.1016/j.eujim.2012.07.879
-
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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Dettling, Marcel; Gabrielson, Edward; Parmigiani, Giovanni,
2005.
Searching for differentially expressed gene combinations.
Genome Biology.
6(R88).
Available from: https://doi.org/10.1186/gb-2005-6-10-r88
-
Dettling, Marcel,
2004.
BagBoosting for tumor classification with gene expression data.
Bioinformatics.
20(18), pp. 3583-3593.
Available from: https://doi.org/10.1093/bioinformatics/bth447
-
Gentleman, Robert C.; Carey, Vincent J.; Bates, Douglas M.; Bolstad, Ben; Dettling, Marcel; Dudoit, Sandrine; Ellis, Byron; Gautier, Laurent; Ge, Yongchao; Gentry, Jeff; Hornik, Kurt; Hothorn, Torsten; Huber, Wolfgang; Iacus, Stefano; Irizarry, Rafael; Leisch, Friedrich; Li, Cheng; Maechler, Martin; Rossini, Anthony J.; Sawitzki, Gunther; Smith, Colin; Smyth, Gordon; Tierney, Luke; Yang, Jean YH.; Zhang, Jianhua,
2004.
Bioconductor : open software development for computational biology and bioinformatics.
Genome Biology.
5(R80).
Available from: https://doi.org/10.1186/gb-2004-5-10-r80
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Dettling, Marcel; Bühlmann, Peter,
2004.
Finding predictive gene groups from microarray data.
Journal of Multivariate Analysis.
90(1), pp. 106-131.
Available from: https://doi.org/10.1016/j.jmva.2004.02.012
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Teuffel, Oliver; Dettling, Marcel; Cario, Gunnar; Stranulla, Martin; Schrappe, Martin; Bühlmann, Peter; Niggli, Felix K.; Schäfer, Beat W.,
2004.
Gene expression profiles and risk stratification in childhood acute lymphoblastic leukemia.
Haematologica.
89(7), pp. 801-808.
Available from: https://doi.org/10.21256/zhaw-1908
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Wachtel, Marco; Dettling, Marcel; Koscielniak, Eva; Stegmaier, Sabine; Treuner, Jörn; Simon-Klingenstein, Katja; Bühlmann, Peter; Niggli, Felix K.; Schäfer, Beat W.,
2004.
Cancer Research.
64(16), pp. 5539-5545.
Available from: https://doi.org/10.1158/0008-5472.CAN-04-0844
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Teuffel, O.; Betts, D. R.; Dettling, Marcel; Schaub, R.; Schäfer, B. W.; Niggli, F. K.,
2004.
Prenatal origin of separate evolution of leukemia in identical twins.
Leukemia.
18, pp. 1624-1629.
Available from: https://doi.org/10.1038/sj.leu.2403462
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Dettling, Marcel; Bühlmann, Peter,
2004.
Volatility and risk estimation with linear and nonlinear methods based on high frequency data.
Applied Financial Economics.
14(10), pp. 717-729.
Available from: https://doi.org/10.1080/0960310042000243556
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Dettling, Marcel; Bühlmann, Peter,
2003.
Boosting for tumor classification with gene expression data.
Bioinformatics.
19(9), pp. 1061-1069.
Available from: https://doi.org/10.1093/bioinformatics/btf867
-
Dettling, Marcel; Bühlmann, Peter,
2002.
Supervised clustering of genes.
Genome Biology.
3(12).
Available from: https://doi.org/10.1186/gb-2002-3-12-research0069
-
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
-
Dettling, Marcel,
2005.
Classification with gene expression data
.
In:
Bioinformatics and computational biology solutions using R and bioconductor.
New York:
Springer.
pp. 421-430.
Statistics for Biology and Health.
Available from: https://doi.org/10.1007/0-387-29362-0_24
-
Hothorn, Torsten; Dettling, Marcel; Bühlmann, Peter,
2005.
Ensemble methods of computational inference
.
In:
Bioinformatics and computational biology solutions using R and bioconductor.
New York:
Springer.
pp. 293-311.
Statistics for Biology and Health.
Available from: https://doi.org/10.1007/0-387-29362-0_17
-
Monstein, Raphael; Figuet, Benoit; Krauth, Timothé; Waltert, Manuel; Dettling, Marcel,
2022.
Large landing trajectory dataset for go-around analysis [paper].
In:
10th OpenSky Symposium, Delft, The Netherlands, 10-11 November 2022.
MDPI.
pp. 2.
Available from: https://doi.org/10.3390/engproc2022028002
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Barth, Linard; Sarperi, Luciano; Dettling, Marcel; Meierhofer, Jürg; Bulatovic, Andjela; Schweiger, Lukas,
2021.
Development of a smart connected product-service-system (PSS) for the waste management ecosystem [paper].
In:
Mugellini, Elena; Carpanzano, Emanuele, eds.,
Proceedings of the 2nd FTAL Conference 2021 Sustainable Smart Cities and Regions.
FTAL Conference 2021 – Sustainable smart cities and regions, Lugano, Switzerland, 28-29 October 2021.
CEUR Workshop Proceedings.
Available from: https://doi.org/10.21256/zhaw-25014
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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
-
Goren Huber, Lilach; Kunz, Simon; Dettling, Marcel,
2017.
Condition-based maintenance decision making : a practical approach for marine vessels [paper].
In:
30th Conference for Condition Monitoring and Diagnostic Engineering Management, Lancashire, United Kingdom, July 2017.
Lancashire:
Jost Institute for Tribotechnology.
pp. 357-365.
-
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
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Deublein, Markus; Hafsteinsson, Helgi; Frey, Martin; Dettling, Marcel; Meier, Lukas; Kalisch, Markus,
2018.
Statistische Analyse von Unfallzahlen.
Bern:
Bundesamt für Strassen.
-
Goren Huber, Lilach; Dettling, Marcel; Kunz, Simon; Gsponer, Daniel,
2017.
Predictive Maintenance zum effizienten Betrieb von Hochsee-Schiffen.
fmpro service.
pp. 9-11.
-
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.
-
Heitz, Christoph; Bütikofer, Stephan; Dettling, Marcel,
2014.
Customers as investment objects : a new perspective on marketing [paper].
In:
Conference proceedings of the 13th international science-to-business marketing conference on cross organizational value creation.
13th International Science-to-Business Marketing Conference: «Cross Organizational Value Creation», Winterthur, 2-4 June 2014.
Münster:
Fachhochschule Münster.
pp. 257-271.
Available from: https://doi.org/10.21256/zhaw-1888
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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).
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Kool, Jan; Dettling, Marcel; Wieser, Simon; Brügger, Urs,
2013.
Development of a patient classification system for inpatient rehabilitation in Switzerland [poster].
In:
Swiss Health Economics Workshop, Luzern, 13. September 2013.
-
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
-
Kool, Jan; Wieser, Simon; Dettling, Marcel; Brügger, Urs,
2009.
Entwicklung eines Patientenklassifikationssystems (PCS) für die Rehabilitation in der Schweiz.
Winterthur:
ZHAW Zürcher Hochschule für Angewandte Wissenschaften.
-
Ho, Yen-Yi; Cope, Leslie; Dettling, Marcel; Parmigiani, Giovanni,
2007.
Statistical methods for identifying differentially expressed gene combinations
.
In:
Methods in molecular biology.
New York:
Humana Press.
pp. 171-191.
Methods in Molecular Biology ; 408.
Available from: https://doi.org/10.1007/978-1-59745-547-3_10
-
Dettling, Marcel,
2005.
In:
Proceedings of the 55th Session of the International Statistical Institute.
55th Session of the International Statistical Institute (ISI), Sydney, Australia, 6-12 April 2005.
Available from: http://isi.cbs.nl/iamamember/CD6-Sydney2005/ISI2005_Papers/234.pdf
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Dettling, Marcel,
2003.
Revealing predictive gene clusters with supervised algorithms [paper].
In:
Proceedings of the Conference in Distributed Statistical Computing.
Third International Workshop on Distributed Statistical Computing (DSC 2003), Vienna, Austria, 20-22 March 2003.
Available from: https://www.r-project.org/conferences/DSC-2003/Proceedings/Dettling.pdf
-
Dettling, Marcel,
2002.
Supervised clustering of genes [paper].
In:
Compstat : Proceedings in Computational Statistics.
15th Conference in Computational Statistics, Berlin, 24-28 August 2002.
Heidelberg:
Springer.
-
Dettling, Marcel; Walser, Manuel; Frey, Martin,
2021.
Impact of mislabelling on deep learning.
In:
63rd ISI World Statistics Congress, virtual, 11-16 July 2021.
-
Mattli, Renato; Farcher, Renato; Dettling, Marcel; Syleouni, Maria-Eleni; Wieser, Simon,
2020.
The burden of smoking in Switzerland : estimation for 2015 and prognosis until 2050.
In:
5th International Conference of the European Network for Smoking and Tobacco Prevention, Online Edition, 12-14 October 2020.
European Publishing.
Available from: https://doi.org/10.18332/tpc/128412
-
Mattli, Renato; Schmidt, Marion; Wirz, Markus; Dettling, Marcel,
2017.
Design of a prospective payment system for inpatient rehabilitation in Switzerland.
In:
2017 International Health Economics Association (iHEA) Biennial World Congress, Boston, USA, 8-11 July 2017.
Boston University.
-
Keller, Patrick; Riguzzi, Marco; Dettling, Marcel; Wieser, Simon,
2017.
Prospective payment for inpatient psychiatric care : a system to be developed for Switzerland.
In:
Thirteenth Workshop on Costs and Assessment in Psychiatry, Venice, Italy, 24-26 March 2017.
International Center of Mental Health Policy and Economics.
-
Riguzzi, Marco; Keller, Patrick; Dettling, Marcel; Wieser, Simon,
2016.
Prospective payment for inpatient psychiatric care : a system to be developed for Switzerland.
In:
EuHEA Conference, Hamburg, Germany, 13-16 July 2016.
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Riguzzi, Marco; Wieser, Simon; Dettling, Marcel; Pletscher, Mark,
2015.
Design of a prospective payment system for inpatient psychiatric care in Switzerland.
In:
12. Workshop on Costs and Assessment in Psychiatry, Venice, 27-29 March 2015.
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Riguzzi, Marco; Wieser, Simon; Dettling, Marcel; Pletscher, Mark,
2015.
Introducing cost groups and prospective payment to Swiss inpatient psychiatry.
In:
iHEA 11th World Congress in Health Economics, Milano, Italy, 12-15 July 2015.
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Riguzzi, Marco; Wieser, Simon; Dettling, Marcel; Pletscher, Mark,
2015.
Prospective payment in Swiss inpatient psychiatry (implementing the Health Insurance Act of 1994).
In:
Second Health Economics Workshop, Lucerne, 11 September 2015.
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Wieser, Simon; Dettling, Marcel; Riguzzi, Marco; Pletscher, Mark,
2014.
Design of a prospective payment system for inpatient psychiatric care in Switzerland.
In:
International Health Economics Association Congress 2014, Dublin, Ireland, July 2014.
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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.