Dr. Marcel Dettling

Dr. Marcel Dettling
ZHAW
School of Engineering
Forschungsschwerpunkt Data Analysis and Statistics
Rosenstrasse 3
8400 Winterthur
Personal profile
Professional development teaching
Projects
- Development of Algorithms for the Analysis of Football Players and Game Situations based on Motion Data / Deputy project leader / 15.11.2017
- Statistical Analysis of Accident Occurrences / Deputy project leader / 01.03.2017
- Energy Optimization for Vessel Operations / Project leader / 01.03.2015
- Research Package VeSPA / Team member / 01.03.2015
- Online-Detektion der Qualität beim Laserschneiden / Project leader / 01.10.2014
- Entwicklung eines Patientenklassifikationssystems (PCS) für die geriatrische Rehabilitation in der Schweiz / Team member / 01.04.2014
- MobileMall / Team member / 02.12.2013
- Kodierrevision SwissDRG / Project leader / 01.10.2013
- PPS Paraplegiology / Team member / 01.01.2013
- Predicting customer behavior by combining freetext information with structured customer data / Team member / 01.12.2012
- Modellierung der Austrittswahrscheinlichkeit von Privatkunden aus der Mobility-Genossenschaft / Project leader / 01.09.2012
- NetSense / Team member / 01.12.2011
- TARPSY / Team member / 01.09.2011
- Effectiveness of Complementary and Alternative Medicine / Project leader / 01.05.2011
- Development ST Reha / Team member / 01.10.2010
- Planning and Optimization of marketing campaigns under dyanamical customer behavior / Team member / 01.05.2009
- Modellwahl und -evaluation im analytischen CRM / Project leader / 11.03.2008
Publications and conference contributions
-
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
-
Deublein, Markus; Hafsteinsson, Helgi; Frey, Martin; Dettling, Marcel; Meier, Lukas; Kalisch, Markus;
2018.
Statistische Analyse von Unfallzahlen
.
Bern:
Bundesamt für Strassen.
-
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, March 24-26, 2017.
International Center of Mental Health Policy and Economics.
-
Goren Huber, Lilach; Dettling, Marcel; Kunz, Simon; Gsponer, Daniel,
2017.
Predictive Maintenance zum effizienten Betrieb von Hochsee-Schiffen
.
Fmpro-Service : facility management und maintenance.
pp. 9-11.
-
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, Juli 2017.
Lancashire:
Jost Institute for Tribotechnology.
pp. 357-365.
-
Mattli, Renato; Schmidt, Marion; Wirz, Markus; Dettling, Marcel,
2017.
Design of a prospective payment system for inpatient rehabilitation in Switzerland
.
In:
2017 iHEA Biennial World Congress, Boston, 8-11 July 2017.
Boston University.
-
Eidgenössisches Departement für Umwelt, Verkehr, Energie und Kommunikation UVEK; Bundesamt für Strassen, ed.,
2016.
Massnahmen und Potenziale im Bereich Verkehrsteilnehmende : Forschungspaket VeSPA Teilprojekt 1-M
.
Zürich:
Schweizerischer Verband der Strassen- und Verkehrsfachleute (VSS).
Available from: https://www.astra.admin.ch/astra/de/home/dokumentation/unfalldaten/publikationen/forschungspaket-vespa.html
-
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, July 14-16, 2016.
-
Hochschule Luzern - Wirtschaft; Schweizerischen Vereinigung der Verkehrsingenieure und Verkehrsexperten (SVI), ed.,
2016.
Forschungspaket VeSPA Teilprojekt 1-M, Massnahmen und Potenziale im Bereich Verkehrsteilnehmende
.
Forschungsberichte SVI
; 1591.
Bern:
Bundesamt für Strassen.
-
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, March 27-29, 2015.
-
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, September 11, 2015.
-
Riguzzi, Marco; Wieser, Simon; Dettling, Marcel; Pletscher, Mark,
2015.
Introducing cost groups and prospective payment to Swiss inpatient psychiatry
.
In:
iHEA 11. World Congress on Health Economics, Milano, July 12-15, 2015.
-
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, July 2014.
-
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).
-
Simoes-Wüst, Paula; Rist, Lukas; Dettling, Marcel,
2014.
.
Journal of Alternative and Complementary Medicine.
20(1),
pp. 1-8.
Available from: https://doi.org/10.1089/acm.2012.0762
-
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 on Cross Organizational Value Creation, Winterthur, 2–4 June 2014.
Münster:
Fachhochschule Münster.
pp. 257-271.
Available from: https://doi.org/10.21256/zhaw-1888
-
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, September 13, 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
-
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/10.21256/zhaw-1899
-
Heitz, Christoph; Ruckstuhl, Andreas; Dettling, Marcel,
2010.
Customer lifetime value under complex contract structures
[paper].
In:
Morin, Jean-Henry; ed., Ralyté, Jolita; ed., Snene, Mehdi, ed.,
First international conference, IESS 2010, Geneva, Switzerland, February 17-19, 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
-
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.
-
Heitz, Christoph; Hary, Ingo; Dettling, Marcel; Ruckstuhl, Andreas,
2008.
Direct marketing of service contracts under autonomous customer dynamics
.
In:
INFORMS Annual Meeting, Washington, October 11-14, 2008.
-
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
-
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
-
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
-
Dettling, Marcel; Gabrielson, Edward; Parmigiani, Giovanni,
2005.
Searching for differentially expressed gene combinations
.
Genome Biology.
6,
pp. R88.
Available from: https://doi.org/10.21256/zhaw-1905
-
Dettling, Marcel,
2005.
[paper].
In:
Proceedings of the 55th Session of the International Statistical Institute.
55th Session of the International Statistical Institute (ISI), Sydney, April 6 - 12, 2005.
Available from: http://isi.cbs.nl/iamamember/CD6-Sydney2005/ISI2005_Papers/234.pdf
-
Dettling, Marcel,
2004.
BagBoosting for tumor classification with gene expression data
.
Bioinformatics.
20(18),
pp. 3583-3593.
Available from: https://doi.org/10.21256/zhaw-1903
-
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
-
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
-
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
-
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
-
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
-
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,
Available from: https://doi.org/10.21256/zhaw-1907
-
Dettling, Marcel; Bühlmann, Peter,
2003.
Boosting for tumor classification with gene expression data
.
Bioinformatics.
19(9),
pp. 1061-1069.
Available from: https://doi.org/10.21256/zhaw-1904
-
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, March 20 - 22, 2003.
Available from: https://www.r-project.org/conferences/DSC-2003/Proceedings/Dettling.pdf
-
Dettling, Marcel; Bühlmann, Peter,
2002.
Supervised clustering of genes
.
Genome Biology.
(12),
Available from: https://doi.org/10.21256/zhaw-1906
-
Dettling, Marcel,
2002.
Supervised clustering of genes
[paper].
In:
Compstat : Proceedings in Computational Statistics.
15th Conference in Computational Statistics, Berlin, August 24th to August 28th, 2002.
Heidelberg:
Springer.