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Publikationen Prof. Dr. Sonja Kuhnt

2016

2015

2014

2013

  • Borowski, M., Rudak, N., Hussong, B., Wied, D., Kuhnt, S., Tillmann, W. (2013), "On- and offline detection of structural breaks in thermal spraying processes", Discussion Paper 02/13, SFB 823, Technische Universität Dortmund.
  • Chouikha, H., Kuhnt, S., Langovaya, A. (2013), "Correspondence analysis in the case of outliers", Classification and Data Mining, Springer Series: Studies in Classification, Data Analysis and Knowledge Organization, 63-70.
  • Dette, H., Hoyden, L., Kuhnt, S., Schorning, K. (2013), "Optimal designs for additional day effects in generalized linear models with gamma distributed response", Discussion Paper 05/13, SFB 823, Technische Universität Dortmund.
  • Draisma, J., Kuhnt, S., Zwiernik, P. (2013), "Groups acting on Gaussian graphical models", Annals of Statistics, 41 (4), 1944-1969.
  • Fruth, J., Roustant, O., Kuhnt, S. (2013), "Total interaction index: A variance-based sensitivity index for interaction screening", hal.archives-ouvertes.fr/hal-00631066.
  • Kuhnt, S., Rehage, A. (2013), "The concept of α-outliers in structured data situations", in Robustness and Complex Data Structures, Festschrift in Honour of Ursula Gather, eds. C. Becker, R. Fried, S. Kuhnt, Springer.
  • Langovaya, A., Kuhnt, S., Chouikha, H. (2013), "Correspondence analysis in the case of outliers", in Classification and Data Mining, eds. A. Giusti, G. Ritter, M. Vichi, Springer Series: Studies in Classification, Data Analysis, and Knowledge Organization, 63-70.
  • Rudak, N., Kuhnt, S., Riccomagno, E. (2013), "Numerical algebraic fan of a design for statistical model building", Discussion Paper 04/13, SFB 823, Technische Universität Dortmund.
  • Tillmann, W., Hussong, B., Priggemeier, T., Kuhnt, S., Rudak, N., Weinert, H. (2013), "Influence of Parameter Variations on WC-Co Splat Formation in an HVOF Process Using a New Beam-Shutter Device", Journal of Thermal Spray Technology, 22(2)-(3), 250-262.

2012

  • Fruth, J., Kuhnt, S. (2012), "Sensitivity Analysis and FANOVA Graphs for Computer Experiments", SIS Scientific Meeting 2012.
  • ul Hassan, H., Ivanov, M., Fruth, J., Kuhnt, S., Kolbe, J., Tekkaya, A.E. (2012), "Planung und Analyse von FE-Simulationen von Blechumformprozessen mit funktionalem Input", in SFB 708 - 5. öffentliches Kolloquium, Dortmund, eds. W. Tillmann, J. Nebel, pp. 173–183.
  • Hussong, B., Tillmann, W., Kuhnt, S., Rudak, N., Rehage A. (2012), "Vergleich unterschiedlicher Strategien zur Prozessmodellierung beim HVOF thermischen Spritzen", in Tagungsband zum 15. Werkstofftechnischen Kolloqium, Hrsg. B. Wielage, Chemnitz, 68-73.
  • Mühlenstädt, T., Gösling, M., Kuhnt, S. (2012), "How to choose the simulation model for computer experiments: a local approach", Applied Stochastic Models in Business and Industry, 28(4), 354-361.
  • Rehage, A., Rudak, N., Hussong, B., Kuhnt, S., Tillmann, W. (2012), "Prediction of in-flight particle properties in thermal spraying with additive day-effects", Discussion Paper 06/12, SFB 823, Technische Universität Dortmund.
  • Rudak, N., Kuhnt, S., Hussong, B., Tillmann, W. (2012), "On different strategies for the prediction of coating properties in a HVOF process", Discussion Paper 29/12, SFB 823, Technische Universität Dortmund.
  • Tillmann, W., Hussong, B., Kuhnt, S., Rehage, A., Rudak, N. (2012), "Einführung eines Tageseffekt-Schätzers zur Verbesserung der Vorhersage von Partikeleigenschaften in einem HVOF-Spritzstrahl", Thermal Spray Bulletin, 5(2), 132-139.
  • Tillmann, W., Hussong, B., Priggemeier, T., Kuhnt, S., Rudak, N., Weinert, H. (2012), "Influence of Parameter Variations on WC-Co Splat Formation in an HVOF Process Using a New Beamer Cutter Device", in Proceedings of the International Thermal Spray Conference, Hrsg ASM International, Ohio, USA, 12-21.

2011

  • Erdbrügge, M., Kuhnt, S., Rudak, N. (2011), "Joint optimization of independent multiple responses", Quality and Reliability Engineering International, 27, 689-703, doi: 10.1002/qre.1229.
  • Fruth, J., Ivanov, M., ul Hassan, H., Witulski, J., Kuhnt, S., Brosius A. (2011): Entwicklung einer FE-Simulation von Blechumformprozessen mit zeitabhängiger Parameterwahl, in SFB 708 - 4. öffentliches Kolloquium, eds. W. Tillmann and J. Nebel, Dortmund, 189–199.
  • Gather, U., Kuhnt, S., and Mühlenstädt, T. (2011), "Industrial Statistics", to appear in International Encyclopedia of Statistical Science, ed. M. Lovric, Springer.
  • Gösling, M, Kracker, H., Brosius, A., Kuhnt, S., and Tekkaya, A.E. (2011), "Strategies for Springback Compensation Regarding Process Robustness", Production Engineering - Research and Development, 5, 49-57.
  • Krampe, A., Kateri, M., Kuhnt, S. (2011), "Asymmetry Models for Square Contingency Tables: Exact Tests via Algebraic Statistics", Statistics and Computing, 21, 55-67.
  • Mühlenstädt, T., Gösling, M., Kuhnt, S. (2011) "How to choose the simulation model for computer experiments: A local approach", Applied Stochastic Models in Business and Industry, DOI: 10.1002/asmb.909.
  • Mühlenstädt, T., Kuhnt, S. (2011), "Kernel interpolation", Computational Statistics and Data Analysis, 55, 2962-2974.
  • Mühlenstädt, T., Roustant, O., Carraro, L., Kuhnt, S. (2011) "Data-driven Kriging models based on FANOVA-decomposition", Statistics and Computing, doi: 10.1007/S11222-011-9259-7.

2010

  • Guddat, C., Gather, U., Kuhnt, S. (2010), "MCD-RoSIS- A robust procedure for variable selection", in Festschrift in Honor of Prof. Jana Jureckova, "Nonparametics and Robustness in Modern Statistical Inference and Time Series Analysis", IMS Collections, Vol. 7.
  • Guddat, C., Gather, U., and Kuhnt, S. (2010), "MCD-RoSIS - A robust procedure for variable selection", Discussion Paper 4/2010, SFB 823, TU Dortmund.
  • Kracker, H., Bornkamp, B., Kuhnt, S., Gather, U., and Ickstadt, K. (2010), “Uncertainty in Gaussian Process Interpolation“, in Recent Developments in Applied Probability and Statistics, eds. Korn, R., Devroye, L., Kohler, M., Karasözen, B., Heidelberg: Springer, 79-102.
  • Krampe, A. and Kuhnt, S. (2010), "Exact Confidence Intervals for Odds Rations with Algebraic Statistics", in Classification as a Tool for Research, Proceedings of the 11th IFCS Biennial Conference and 33rd Annual Conference of the Gesellschaft für Klassifikation e.V., 13-18 March 2009, Dresden, eds. Locarek-Junge, H., Weihs, C., Berlin: Springer, 399-407.
  • Kuhnt, S. (2010), "Breakdown Concepts for Contingency Tables", Metrika, 71, 281-294.
  • Kuhnt, S. and Steinberg, D.M. (2010), "Design and Analysis of Computer Experiments", AStA Advances in Statistical Analysis, 94, 307-309.
  • Kuhnt, S. and Wenzel, S. (2010), "Information Acquisation for Modelling and Simulation of Logistics Networks", Journal of Simulation, 4, 109-115.
  • Tillmann, W., Vogli, E., Hussong, B., Kuhnt, S., and Rudak, N. (2010), "Relations between in flight Particle Characteristics and Coating Properties by HVOF Spraying", in Proceedings of ITSC 2010 Conference, DVS-Berichte Volume 264.

2009

  • Gösling, M., Kracker, H., Brosius, A., Kuhnt, S., and Tekkaya, A.E. (2009), "Simulation und Kompensation Rückfederungsbedingter Formabweichungen", in SFB 708 - 3. öffentliches Kolloquium. Dortmund: Praxiswissen (3DSurface Engineering für Werkzeugsysteme der Blechformteilefertigung, 3), ed. Tillmann, W., ISBN 978-3-86975-010-1, 155-168.
  • Jodin, D., Kuhnt, S., and Wenzel, S. (2009), “Methodennutzungsmodell zur Informationsgewinnung in großen Netzen der Logistik“, to appear in Große Netze der Logistik, eds. Buchholz, P., Clausen, U., Berlin: Springer.
  • Kracker, H. and Kuhnt, S. (2009), "Computer Model Calibration for Springback Prediction in Sheet Metal Forming", in Proceedings of ENBIS-EMSE 2009 Conference, 1-3 July 2009, St. Etienne.
  • Krampe, A. and Kuhnt, S. (2009), "Model Selection for Contingency Tables with Algebraic Statistics", in Algebraic and Geometric Methods in Statistics, eds. Gibilisco, P., Riccomagno, E., Rogatin, M.-P., Wynn, H.P., Cambridge: Cambridge University Press, 83-97.
  • Kuhnt, S. and Sieben, W. (2009), "The effect of demand distributions on the performance of inventory policies", Logistics Journal.
  • Mühlenstädt, T. and Kuhnt, S. (2009), "Comparing different Interpolation Methods on two-dimensional Test Functions", in Proceedings of ENBIS-EMSE 2009 Conference, 1-3 July 2009, St. Etienne.

2008

  • Kirchhoff, S., Kuhnt, S., Lipp, P., and Schlawin, S. (2008), “Der Fragebogen. Datenbasis, Konstruktion und Auswertung“, 4. Auflage, Wiesbaden: VS-Verlag.
  • Kuhnt, S., Schürmann, C., Schütte, M., Wenning, E., Griefahn, B., Vormann, M., and Hellbrück, J. (2008), “Modelling annoyance from combined traffic noises - an experimental study“, Acta Acustica united with Acustica, 94, 393-400.

2007

  • Krampe, A. and Kuhnt, S. (2007), ”Bowker’s test for symmetry and modifications within the algebraic framework”, Computational Statistics & Data Analysis, 51, 4124-4142.

2006

  • Gösling, M., Busch, A., Kuhnt, S., Homberg, W., Kleiner, M., and Gather, U. (2006), "Process Setup of High Pressure Sheet Metal Hydroforming by Finite Element Simulations and Statistical Design of Experiments", in Proceedings of the 9th International Esaform Conference on Material Forming, Glasgow.
  • Kleiner, M., Gather, U., Gösling, M., Busch, A., Kuhnt, S., and Homberg, W. (2006), "Die-design for High-pressure Sheet Metal Hydroforming by Finite Element Simulations and Statistical Design of Experiments", Steel Grips - Journal Of Steel And Related Materials, 1, 46-50.
  • Kleiner, M., Kuhnt, S., Gösling, M., Busch, A., Homberg, W., and Gather, U. (2006), "Parameter Design for High Pressure Sheet Metal Hydroforming of Sculptured Surfaces", Production Engineering – Research and Development, Annals of the German Academic Society for Production Engineering WGP, 8, 153-158.
  • Schürmann, C., Kuhnt, S., and Krampe, A. (2006), “Modelling Systems Loads for Simulation in Logistics”, in Simulation in Produktion und Logistik 2006, Tagungsband zur 12. Fachtagung, ed. Wenzel, S., Erlangen: SCS Publishing House e. V., 125-132.

2005

  • Fender, T., Krampe, A., and Kuhnt, S. (2005), “Kriterien für die Kategorisierung statistischer Methoden im Rahmen eines Methodennutzungsmodells zur Informationsgewinnung in GNL“, Technical Report 05005, SFB 559, Universität Dortmund.
  • Kleiner, M., Gösling, M., Busch, A., Kuhnt, S., and Gather, U. (2005), “Virtuelle Prozessplanung der Hochdruck-Blechumformung durch Finite-Elemente-Simulation und statistische Versuchsplanung, Fünftes Industriekolloquium SFB 362.
  • Kuhnt, S., Schürmann, C., and Griefahn, B. (2005), “Empfundene Lautheit kombinierter Verkehrslärmquellen – Erstellung eines statistischen Prognosemodells“, in Personalmanagement und Arbeitsgestaltung, Bericht zum 51. Kongress der Gesellschaft für Arbeitswissenschaft, ed. Gesellschaft für Arbeitswissenschaft e. V. , Dortmund: GfA Press, 613-616.
  • Krampe, A., and Kuhnt, S. (2005), ”Bowker’s Test for Symmetry and Modifications within the Algebraic Framework”, Technical Report 29/2005, SFB 475, Universität Dortmund.

2004

  • Kuhnt, S. (2004), ”Outlier Identification Procedures for Contingency Tables using Maximum Likelihood and L1 Estimates”, Scandinavian Journal of Statistics, 31, 431-442.
  • Kuhnt, S., and Erdbrügge, M. (2004), “A strategy of robust parameter design for multiple responses“, Statistical Modelling, 4, 249-264.
  • Kuhnt, S., and Pawlitschko, J. (2004), “Outlier Identification Rules for Generalized Linear Models“, in Innovations in Classification, Data Science, and Information Systems, eds. Baier, D., Wernecke, K. -D., Berlin: Springer, 165-172.
  • Kuhnt, S., and Schürmann, C. (2004), “Statistical modelling of exposure-response relationships in the analysis of multiple transportation noises”, CFA/DAGA, Strasbourg, 22.-25. März 2004, 197-198.
  • Kuhnt, S., Schürmann, C., and Griefahn, B. (2004), “Annoyance from Multiple Transportation Noise: Statistical Models and Outlier Detection”, Methods of Information in Medicine, 43, 510-515.

2003

  • Fender, T., and Kuhnt, S. (2003), “Statistisches Datenmanagement zur Informationsgewinnung in GNL“, Technical Report 03006, SFB 559, Universität Dortmund.
  • Gather, U., Kuhnt, S., and Pawlitschko, J. (2003), "Concepts of Outlyingness for Various Data Structures", Invited chapter in Industrial Mathematics and Statistics, ed. Misra, J. C., New Delhi, India: Narosa Publishing House, 545-585.
  • Kirchhoff, S., Kuhnt, S., Lipp, P., and Schlawin, S. (2003), “Der Fragebogen. Datenbasis, Konstruktion und Auswertung“, 3. Auflage, Stuttgart: UTB, Leske+Budrich.
  • Klimmek, C., Kuhnt, S., Gather, U., and Kleiner, M. (2003), "Wirkmedienbasierte Umformprozesse planen – Kombination der statistischen Versuchsplanung mit der Finite-Elemente-Methode (FEM)", Qualität und Zuverlässigkeit (QZ) – Qualitätsmanagement in Industrie und Dienstleistung, 1/2003, 27-28.
  • Klimmek, C., Kuhnt, S., Kleiner, M., and Gather, U. (2003), "Virtual process planning by means of finite element simulation and design of experiments", in Proceedings 6th ESAFORM Conference on Material Forming, Salerno, ed. Brucato, V., 463-466.
  • Kuhnt, S., and Becker, C. (2003), “Sensitivity of Graphical Modeling against Contamination”, in Between Data Science and Applied Data Analysis, eds. Schrader, M., Gaul, W., Vichi, M., Berlin: Springer, 279-287.
  • Kuhnt, S., and Erdbrügge, M. ( 2003), “A Multi-Response Parameter Design Strategy using Loss Functions and Joint Optimization Plots”, ISI’03, Berlin, 13.-20. August, 683-684.  

2002

  • Erdbrügge, M., and Kuhnt, S. (2002), “Strategies for Multi-Response Parameter Design using Loss Functions and Joint Optimization Plots“, Technical Report 8/2002, SFB 475, Universität Dortmund.
  • Gather, U., Homberg, W., Kleiner, M., Klimmek, C., and Kuhnt, S. (2002), "Parameter Design for Sheet Metal Hydroforming Processes", in Proceedings of the 7th International Conference on the Technology of Plasticity (ICTP), Yokohama, Japan, 2002, 1003-1008.
  • Gather, U., Kuhnt, S., and Pawlitschko, J. (2002), “Concepts of Outlyingness for Various Data Structures“, Technical Report 6/2002, SFB 475, Universität Dortmund.
  • Kuhnt, S., and Becker, C. (2002), “Sensitivity of Graphical Modeling against Contamination”, Technical Report 35/2002, SFB 475, Universität Dortmund.
  • Kuhnt, S., Gather, U., Klimmek, C., and Kleiner, M. (2002), "Planung von Hochdruck-Blech­umform­prozessen mittels Multivariater Taguchi-Methoden", UTF-Science, 3, 11-15. 

2001

  • Kirchhoff, S., Kuhnt, S., Lipp, P., and Schlawin, S. (2001), “Der Fragebogen. Datenbasis, Konstruktion und Auswertung“, 2. Auflage, Stuttgart: UTB, Leske+Budrich.
  • Kuhnt, S. (2001), “Outliers in Contingency Tables“, in Proceedings of the 6th International Conference “Computer Data Analysis and Modeling”, Minsk, Belarus, 2001, 31-36.
  • Kuhnt, S., Klimmek, C., Gather, U., and Kleiner, M. (2001), "Optimierung multipler Qualitätsmerkmale mit statistischen Methoden bei der FE-Simulation von Hochdruck-Blech-Umformprozessen", in Simulationsgestützte Offline-Prozessplanung und -optimierung bei der Fertigung von Freiformflächen, Forschergruppe 366, Universität Dortmund, 29-42.

2000

  • Gather, U., Becker, C., and Kuhnt, S. (2000), "Robust Methods for Complex Data Structures", in Proceedings of IFCS 2000, 7th Conference of the International Federation of Classification Societies, Data Analysis, Classification and Related Methods, Namur, July 11 to 14 2000, eds. Kiers, H. A. L., Rasson, J. P., Groenen, P. J. F., Schader, M., Berlin: Springer, 314-320.
  • Kirchhoff, S., Kuhnt, S., Lipp, P., and Schlawin, S. (2000), “Machen wir doch einen Fragebogen“, Opladen: Leske+Budrich.
  • Kuhnt, S. (2000), “Ausreißeridentifikation im Loglinearen Poissonmodell für Kontingenztafeln unter Einbeziehung robuster Schätzer“, Dissertation, Fachbereich Statistik, Universität Dortmund. 

vor 2000

  • Kirchhoff, S., and Kuhnt, S. (1997), “Die Schlange vor der Dozententür…“, Dortmunder Studierende liefern empirische Ergebnisse zu Lehre und Lehrenden, in Handbuch Hochschullehre, September 1997, J.3.3, S. 1-23, Bonn.  
  • Kuhnt, S. (1994), "Graphische Modelle und ihre Anwendungen in der Statistik", Diplomarbeit, Universität Dortmund.

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