Dr. Marcel Dettling

Professional development teaching

• MAS Data Science
• DAS Data Science
• CAS Datenanalyse
• CAS Statistical Modelling

• Development of Algorithms for the Analysis of Football Players and Game Situations based on Motion Data / Deputy project leader / 15.11.2017
• Prediction of Turnover in Gastronomy / Team member / 01.11.2017
• Development ST Reha / Team member / 01.07.2017
• 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
• TARPSY / 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
• Effectiveness of Complementary and Alternative Medicine / Project leader / 01.05.2011
• 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

Articles in scientific journal, peer-reviewed

• 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

• Simoes-Wüst, Paula; Rist, Lukas; Dettling, Marcel,

  2014.

  Self-reported health characteristics and medication consumption by CAM-users and nonusers : a Swiss cross-sectional survey.

  Journal of alternative & complementary medicine.

  20(1),

  pp. 1-8.

  Available from: https://doi.org/10.1089/acm.2012.0762

• 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

• Dettling, Marcel; Gabrielson, Edward; Parmigiani, Giovanni,

  2005.

  Searching for differentially expressed gene combinations.

  Genome biology.

  6(R88),

  pp. R88.

  Available from: https://doi.org/10.21256/zhaw-1905

• 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

• 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/10.21256/zhaw-1907

• 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

• Wachtel, Marco; Dettling, Marcel; Koscielniak, Eva; Stegmaier, Sabine; Treuner, Jörn; Simon-Klingenstein, Katja; Bühlmann, Peter; Niggli, Felix K.; Schäfer, Beat W.,

  2004.

  Gene expression signatures identify rhabdomyosarcoma subtypes and detect a novel t(2;2)(q35;p23) translocation fusing PAX3 to NCOA1.

  Cancer research.

  64(16),

  pp. 5539-5545.

  Available from: https://doi.org/10.1158/0008-5472.CAN-04-0844

• 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

• 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; Bühlmann, Peter,

  2002.

  Supervised clustering of genes.

  Genome biology.

  3(12).

  Available from: https://doi.org/10.21256/zhaw-1906

Book parts, peer-reviewed

• Dettling, Marcel; Ruckstuhl, Andreas,

  2019.

  Statistical modelling

  .

  In:

  Braschler, Martin; Stadelmann, Thilo; Stockinger, Kurt, eds.,

  Applied data science.

  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

Conference contributions, peer-reviewed

• 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, 14-14 June 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, Juli 2017.

  Lancashire:

  Jost Institute for Tribotechnology.

  pp. 357-365.

Other publications

• 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

• 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).

  Available from: https://www.astra.admin.ch/astra/de/home/dokumentation/unfalldaten/publikationen/forschungspaket-vespa.html

• 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 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

• 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).

• 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; Ruckstuhl, Andreas; Dettling, Marcel,

  2010.

  Customer lifetime value under complex contract structures [paper].

  In:

  Morin, Jean-Henry; Ralyté, Jolita; Snene, Mehdi, eds.,

  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.

• 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.

  Finding predictive gene groups from microarray data and combining them with clinical predictor variables [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,

  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,

  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.

Oral conference contributions and abstracts

• 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.

• 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.

• 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.

• 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.

  Introducing cost groups and prospective payment to Swiss inpatient psychiatry.

  In:

  iHEA 11. World Congress on Health Economics, Milano, July 12-15, 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.

• 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.

• 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.

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