portrait photo

Kurt Hornik

Univ.Prof. Dipl.-Ing.Dr.techn. Kurt Hornik
Telephone:
+43 1 31336 4756
Email:
Contact information and photo taken from and editable at WU Directory.

CV

1990
Habilitation
1987
PhD
1985
Master

Researcher Identifier

Awards and Honors

2007
GfKl Method Award
Goldenes Ehrenzeichen für Verdienste um die Republik Österreich
Highly Cited Researcher/Institute for Scientific Information (ISI)

Classifications

Expertise

  • Quantitative Risk Management
  • Statistical and Machine Learning
  • Statistical Computing

Activities

Position in scientific committee
  since 2003 R Foundation for Statistical Computing - Member, Board of Directors
  since 2003 Comprehensive R Archive Network/CRAN - R Maintainer Research Group
Position in committee for appointments
  2009 Angewandte Statistik, Universität für Bodenkultur, Wien
Position in internal committee for appointments
  2016 Mathematics for Economics and Business - Mitglied
  2010 Mathematics and Finance - Chairman
  2010 Marketing with focus on Service Marketing - Member
  2010 Marketing with focus on Consumer Behavior - Member
  2010 Marketing Management - Member
  2010 International Accounting - Member
  2010 Information Systems and Business Engineering - Member
  2010 Applied Statistics and Mathematics - Chairman
  2010 Applied Statistics and Econometrics - Member
  2009 Wirtschaftsinformatik (Nachfolge Hansen II)
  2009 Marketing (Nachfolge Schweiger)
Position in internal habilitation committee
  2013 Habilitationskommission R. Hochreiter - Head of the commitee
  2011 Habilitationskommission J.Mitlöhner - Mitglied
  2011 Habilitationskommission B.Simon - Mitglied
  2010 Habilitationskommssion A. Weichselbraun - Mitglied
  2010 Habilitationskommission P. Mair - Vorsitzender
  2009 Habilitationskommission M. Madlberger
  2009 Habilitationskommission D. Meyer
Reviewer for scientific organization
  2015 NSERC - Reviewer Grant Proposals
  since 2008 Deutsche Forschungsgemeinschaft (DFG) - Gutachter
Editor of a scientific journal
  since 2009 Journal of Time Series Analysis
  since 2008 useR!, Springer - Co-Editor
  since 2007 Advances in Data Analysis and Classification - Associate Editor
  since 2006 Computational Statistics and Data Analysis - Associate Editor
  since 2004 Journal of Computational and Graphical Statistics - Associate Editor
  since 2004 Computational Statistics - Associate Editor
  since 2002 Journal of Statistical Software - Editor
  1993-1996 IEEE Transactions on Neural Networks - Asssociate Editor
Reviewer for a scientific journal
  2018 Pattern Recognition - Reviewer
  2017 Multivariate Behavioral Research - Reviewer
  2017 Mediterranean Journal of Mathematics - Reviewer
  2017 IEEE Transactions on Cybernetics - Reviewer
  2017-2018 Computational Statistics - Gutachter
  2016 Journal of Economics and Statistics - Reviewer
  2016 IEEE Software - Reviewer
  2015 PLOS ONE - Reviewer
  2015 Neural Networks - Reviewer
  2015-2016 Journal of Statistical Computation and Simulation - Reviewer
  2014 Studies in Theoretical and Applied Statistics - Reviewer
  2014 Journal of Machine Learning Research - Reviewer
  2014-2015 Journal of Information Science - Reviewer
  2014 Journal of Applied Econometrics - Reviewer
  2014 Human Factors - Reviewer
  2014-2015 Empirical Economics - Reviewer
  2014-2015 Bayesian Analysis - Reviewer
  2014 Annals of the Institute of Statistical Mathematics - Reviewer
  2014 Acta Mathematica Sinica, English Series - Reviewer
  2013-2014 Statistics & Risk Modeling - Gutachter
  2013-2014 Statistica Sinica - Reviewer
  2013 IEEE Transactions on Neural Networks and Learning Systems - Reviewer
  2013 Ecological Informatics - Reviewer
  2013 Central European Journal of Operations Research - Reviewer
  2013 ACM Transactions on Mathematical Software - Gutachter
  2012-2013 Statistical Papers - Gutachter
  2012-2013 Computational Statistics and Data Analysis - Reviewer
  2011 Neural Networks - Reviewer
  2011 Journal of Time Series Econometrics - Reviewer
  2011-2013 Journal of Statistical Software - Reviewer
  2011 Empirical Economics - Reviewer
  2011-2012 Computational Statistics - Reviewer
  2009 Journal of Statistical Software - Gutachter
  2009 Information Processing Letters - Gutachter
  2009 Econometric Theory - Gutachter
  2009 Advances in Data Analysis and Classsification - Gutachter
  2008 R news - Gutachter
  2008 Neurocomputing - Gutachter
  2008 Journal of Applied Statistics - Gutachter
  2008 IEEE Transactions on Pattern Analysis and Machine Intelligence - Gutachter
  2008 Computational Statistics and Data Analysis - Gutachter
  2008 Annals of Applied Statistics - Gutachter
Other position in a scientific journal
  1993-1997 IEEE Transactions on Neural Networks - Letters Editor
Series editor
  since 2008 useR!, Springer - Associate Editor
Position in administration
  since 2018 Institut Statistics and Mathematics - Head of the institute

Publications

Book (monograph)

2011 Hatzinger, Reinhold, Hornik, Kurt, Nagel, Herbert. 2011. R Einführung durch angewandte Statistik. München: Pearson Studium. (Details)
2008 Hornik, Kurt, Lang, Michael, Mamut, Marie-Ann, Nagel, Herbert. 2008. Die Rechtsprechungspraxis des VwGH in Abgabensachen. Eine Analyse der Jahre 2000 bis 2004. Wien: Linde. (Details)

Journal article

2018 Rusch, Thomas, Hornik, Kurt, Mair, Patrick. 2018. Assessing and quantifying clusteredness: The OPTICS Cordillera. Journal of Computational and Graphical Statistics, 27 (1), 220-233. open access (Details)
  Philipp, Michel, Rusch, Thomas, Strobl, Carolin, Hornik, Kurt. 2018. Measuring the Stability of Supervised Statistical Learning Results. Journal of Computational and Graphical Statistics, , (Details)
2017 Vana, Laura, Hofmarcher, Paul, Grün, Bettina, Hornik, Kurt. 2017. Identifying Key Factors in Accounting-Based Models of Credit Risk Based On a Predicitive Model Averaging Approach. Advances in Quantitative Analysis of Finance and Accounting , (Details)
2016 Reutterer, Thomas, Hornik, Kurt, March, Nicolas, Gruber, Kathrin. Forthcoming. A Data Mining Framework for Targeted Category Promotions. Journal of Business Economics (JBE) (früher: Zeitschrift für Betriebswirtschaft ZfB) , 1-22. open access (Details)
  Vana, Laura, Hochreiter, Ronald, Hornik, Kurt. 2016. Computing a journal meta-ranking using paired comparisons and adaptive lasso estimators. Scientometrics 106 (1), 229-251. open access (Details)
  Hofert, Marius, Hornik, Kurt. 2016. How we R on Android. Linux Journal 2016 (2), 90-121. (Details)
2015 Hofmarcher, Paul, Crespo Cuaresma, Jesus, Grün, Bettina, Hornik, Kurt. 2015. Last Night a Shrinkage Saved My Life: Economic Growth, Model Uncertainty and Correlated Regressors. Journal of Forecasting 34, 133-144. open access (Details)
  Mair, Patrick, Eva, Hofmann, Gruber, Kathrin, Hatzinger, Reinhold, Zeileis, Achim, Hornik, Kurt. 2015. Motivation, values, and work design as drivers of participation in the open source project for statistical computing. Proceedings of the National Academy of Sciences (PNAS) 112 (48), 14788-14792. (Details)
  Hofmann, Eva, Gruber, Kathrin, Hatzinger, Reinhold, Zeileis, Achim, Hornik, Kurt, Mair, Patrick. 2015. Motivation, Values, and Work Design as Drivers of Participation in the R Open Source Project for Statistical Computing. Proceedings of the National Academy of Sciences (PNAS) 112 (48), 14788-14792. (Details)
2014 Theußl, Stefan, Reutterer, Thomas, Hornik, Kurt. 2014. How to derive consensus among various marketing journal rankings?. Journal of Business Research 67 (5): 998-1006. (Details)
  Ponweiser, Martin, Grün, Bettina, Hornik, Kurt. 2014. Finding Scientific Topics Revisited. Advances in Latent Variables , 93-100. (Details)
  Böhm, Walter, Hornik, Kurt. Forthcoming. Generating random correlation matrices by the simple rejection method: Why it does not work. Statistics and Probability Letters 87, 27-30. (Details)
  Bohn, Angela, Buchta, Christian, Hornik, Kurt, Mair, Patrick. Forthcoming. Making friends and communicating on Facebook: Implications for social capital. Social Network 37 (0), 29-41. (Details)
  Hofmarcher, Paul, Kerbl, Stefan, Grün, Bettina, Sigmund, Michael, Hornik, Kurt. Forthcoming. Model uncertainty and aggregated default probabilities: New evidence from Austria. Applied Economics 46 (8), 871-879. (Details)
  Hornik, Kurt, Grün, Bettina. 2014. movMF: An R Package for Fitting Mixtures of von Mises-Fisher Distributions. Journal of Statistical Software 48 (10), 1-31. open access (Details)
  Hornik, Kurt, Grün, bettina. 2014. On maximum likelihood estimation of the concentration parameter of von Mises–Fisher distributions. Computational Statistics 29 (5), 945-957. (Details)
  Hornik, Kurt, Grün, Bettina. 2014. On standard conjugate families for natural exponential families with bounded natural parameter space. Journal of Multivariate Analysis 126, 14-24. open access (Details)
  Mair, Patrick and Rusch, Thomas and Hornik, Kurt. 2014. The Grand Old Party - A party of values? SpringerPlus 3 (697): S. 1-18. open access (Details)
2013 Hornik, Kurt, Grün, Bettina. 2013. Amos-type bounds for modified Bessel function ratios.. Journal of Mathematical Analysis and Applications 408 (1): 91-101. open access (Details)
  Grün, Bettina, Hofmarcher, Paul, Hornik, Kurt, Leitner, Christoph, Pichler, Stefan. 2013. Deriving consensus ratings of the big three rating agencies. Journal of Credit Risk 9 (1): 75-98. open access (Details)
  Hofmarcher, Paul, Hornik, Kurt. 2013. First significant digits and the credit derivative market during the financial crisis. Contemporary Economics 7 (2): 21-29. (Details)
  Rusch, Thomas, Lee , Ilro, Hornik, Kurt, Jank, Wolfgang , Zeileis, Achim. 2013. Influencing Elections with Statistics: Targeting Voters with Logistic Regression Trees. Annals of Applied Statistics 7 (3): 1612-1639. open access (Details)
  Rusch, Thomas, Hofmarcher, Paul, Hatzinger, Reinhold, Hornik, Kurt. 2013. Model trees with topic model pre-processing: An approach for data journalism illustrated with the Wikileaks Afghanistan war logs. Annals of Applied Statistics 7 (2): 613-639. open access (Details)
  Hornik, Kurt, Grün, Bettina. 2013. On conjugate families and Jeffreys priors for von Mises-Fisher distributions. Journal of Statistical Planning and Inference 143 (5): 992-999. open access (Details)
  Hornik, Kurt, Mair, Patrick, Rauch, Johannes, Geiger, Wilhelm, Buchta, Christian, Feinerer, Ingo. 2013. The textcat package for n-gram based text categorization in R. Journal of Statistical Software 52 (6): 1-17. open access (Details)
  Hornik, Kurt, Grün, Bettina. Forthcoming. On maximum likelihood estimation of the concentration parameter of von Mises-Fisher distributions.. Computational Statistics Report-120. open access (Details)
2012 Böhm, Walter, Hornik, Kurt. 2012. A Kolmogorov-Smirnov Test for r Samples. Fundamenta Informaticae 117 (1-4): 103-125. (Details)
  Hornik, Kurt, Feinerer, Ingo, Kober, Martin, Buchta, Christian. 2012. Spherical k-means clustering. Journal of Statistical Software 50 (10): 1-22. open access (Details)
  Hornik, Kurt. 2012. The Comprehensive R Archive Network. WIRE Computational Statistics 4 (4): 394-398. (Details)
  Theußl, Stefan, Feinerer, Ingo, Hornik, Kurt. 2012. A tm plug-in for distributed text mining in R. Journal of Statistical Software 51 (5): 1-31. open access (Details)
  Hornik, Kurt. 2012. Are there too many R packages?. Austrian Journal of Statistics 41 (1): 59-66. open access (Details)
  Grün, Bettina, Hornik, Kurt. 2012. Modelling human immunodeficiency virus ribonucleic acid levels with finite mixtures for censored longitudinal data. Journal of the Royal Statistical Society. Series C: Applied Statistics 61 (2): 201-218. open access (Details)
  Hornik, Kurt, Murdoch, Duncan, Zeileis, Achim. 2012. Who Did What? The Roles of R Package Authors and How to Refer to Them. The R Journal 4 (1): 64-69. open access (Details)
2011 Hahsler, Michael, Hornik, Kurt. 2011. Dissimilarity plots: A visual exploration tool for partitional clustering. Journal of Computational and Graphical Statistics 20 (2): 335-354. (Details)
  Theußl, Stefan, Ligges, Uwe, Hornik, Kurt. 2011. Prospects and Challenges in R Package Development. Computational Statistics 26 (3): 395-404. (Details)
  Hofmarcher, Paul, Theußl, Stefan, Hornik, Kurt. 2011. Do Media Sentiments Reflect Economic Indices?. Chinese Business Review 10 (7): 487-492. (Details)
  Leitner, Christoph, Zeileis, Achim, Hornik, Kurt. 2011. Bookmaker consensus and agreement for the UEFA Champions League 2008/09. IMA Journal of Management Mathematics 22 (2): 183-194. (Details)
  Bohn, Angela, Feinerer, Ingo, Hornik, Kurt, Mair, Patrick. 2011. Content-based SNA of mailing lists. The R Journal 3 (1): 11-18. open access (Details)
  Grün, Bettina, Hornik, Kurt. 2011. topicmodels: An R package for fitting topic models. Journal of Statistical Software 40 (13): 1-30. open access (Details)
  Hornik, Kurt, Murdoch, Duncan. 2011. Watch your spelling!. The R Journal 3 (2): 22-28. open access (Details)
  Hahsler, Michael and Chelluboina, Sudheer and Hornik, Kurt and Buchta, Christian. 2011. The arules R-package ecosystem: Analyzing interesting patterns from large transaction datasets. Journal of Machine Learning Research 12 S. 2021-2025. (Details)
2010 Hornik, Kurt, Jankowitsch, Rainer, Lingo, Manuel, Pichler, Stefan, Winkler, Gerhard. 2010. Determinants of Heterogeneity in European Credit Ratings. Financial Markets and Portfolio Management 24 (3): 271-287. (Details)
  Böhm, Walter, Hornik, Kurt. 2010. On Two-Periodic Random Walks with Boundaries. Stochastic Models 26 (2): 165-194. (Details)
  Leitner, Christoph, Zeileis, Achim, Hornik, Kurt. 2010. Forecasting sports tournaments by ratings of (prob)abilities: A comparison for the EURO 2008. International Journal of Forecasting 26 (3): 471-481. (Details)
2009 Hornik, Kurt, Buchta, Christian, Zeileis, Achim. 2009. Open-source Machine Learning: R Meets Weka. Computational Statistics 24 (2): 225-232. (Details)
  Zeileis, Achim, Hornik, Kurt, Murrell, Paul. 2009. Escaping RGBland: Selecting colors for statistical graphics. Computational Statistics & Data Analysis 53 (9): 3259-3270. (Details)
  Leitner, Christoph, Zeileis, Achim, Hornik, Kurt. 2009. Is Federer Stronger in a Tournament Without Nadal? An Evaluation of Odds and Seedings for Wimbledon 2009. Austrian Journal of Statistics 38 (4): 277-286. (Details)
  Meyer, David and Hornik, Kurt. 2009. Generalized and Customizable Sets in R. Journal of Statistical Software 31 (2): S. 1-27. open access (Details)
  de Leeuw, Jan and Hornik, Kurt and Mair, Patrick. 2009. Isotone Optimization in R: Pool-Adjacent-Violators Algorithm (PAVA) and Active Set Methods. Journal of Statistical Software 32 (5): S. 1-24. open access (Details)
2008 Hothorn, Torsten, Hornik, Kurt, van de Wiel, Mark A., Zeileis, Achim. 2008. Implementing a Class of Permutation Tests: The coin Package. Journal of Statistical Software 28 (8): 1-23. open access (Details)
  Zeileis, Achim, Hothorn, Torsten, Hornik, Kurt. 2008. Model-based Recursive Partitioning. Journal of Computational and Graphical Statistics 17 (2): 492-514. (Details)
  Hahsler, Michael, Buchta, Christian, Hornik, Kurt. 2008. Selective Association Rule Generation.. Computational Statistics 23 (2): 303-315. (Details)
  Kindler, Jochen, Schosser, Alexandra, Stamenkovic, Mara, Schlögelhofer, Monika, Leisch, Friedrich, Hornik, Kurt, Aschauer, Harald N., Gasche, Christoph. 2008. Tourette's Syndrome is not Associated with Interleukin-10 Receptor 1 Variants on Chromosome 11q23. Psychiatry Research 157 235-239. (Details)
  Hahsler, Michael and Hornik, Kurt and Buchta, Christian. 2008. Getting Things in Order: An Introduction to the R Package Seriation. Journal of Statistical Software 25 (3): S. 1-34. open access (Details)
  Feinerer, Ingo and Hornik, Kurt and Meyer, David. 2008. Text Mining Infrastructure in R. Journal of Statistical Software 25 (5): S. 1-54. open access (Details)
2007 Schosser, Alexandra , Fuchs, Karoline , Scharl, Theresa, Leisch, Friedrich, Bailer, Ursula, Kasper, Siegfried, Sieghart, Werner, Hornik, Kurt, Aschauer, Harald N.. 2007. Additional Support for Linkage of Schizophrenia and Bipolar Disorder to Chromosome 3q29. European Neuropsychopharmacology 17 (6-7): 501-505. (Details)
  Zeileis, Achim, Hornik, Kurt. 2007. Generalized M-fluctuation tests for parameter instability. Statistica Neerlandica 61 (3): 488-508. (Details)
  Zeileis, Achim, Meyer, David, Hornik, Kurt. 2007. Residual-based shadings for visualizing (conditional) independence.. Journal of Computational and Graphical Statistics 16 (3): 507-525. (Details)
  Hahsler, Michael, Hornik, Kurt. 2007. TSP - Infrastructure for the Traveling Salesperson Problem. Journal of Statistical Software 23 (2): 1-21. open access (Details)
  Hornik, Kurt, Jankowitsch, Rainer, Lingo, Manuel, Pichler, Stefan, Winkler, Gerhard. 2007. Validation of credit rating systems using multi-rater information. Journal of Credit Risk 3 (4): 1-27. (Details)
  Hahsler, Michael, Hornik, Kurt. 2007. New Probabilistic Interest Measures for Association Rules. Intelligent Data Analysis 11 (5): 437-455. (Details)
  Reutterer, Thomas, Hahsler, Michael, Hornik, Kurt. 2007. Data Mining und Marketing am Beispiel der explorativen Warenkorbanalyse. Marketing. Zeitschrift für Forschung und Praxis (ZFP) 29 (3): 163-179. (Details)
  Zitterl, Werner , Aigner, Martin, Stompe, Thomas, Zitterl-Eglseer, Karin, Wenzel, Thomas, Gutierrez-Lobos, Karin, Schmidl-Mohl, Brigitte, Demal, Ulrike, Zettinig, Georg, Hornik, Kurt, Thau, Kenneth. 2007. [123i]-β-CIT SPECT Imaging Shows Reduced Thalamus-Hypothalamus Serotonin Transporter Availability in 24 Drug-Free Obsessive-Compulsive Checkers. Neuropharmapsychology 32 (8): 1661-1668. (Details)
2006 Hothorn, Torsten, Hornik, Kurt, van de Wiel, Mark A., Zeileis, Achim. 2006. A Lego System for Conditional Inference. The American Statistician 60 (3): 257-263. (Details)
  Urak, Lydia, Fahti, Nahid, Feucht, Martha, Hornik, Kurt, Fuchs, Karoline . 2006. A GABRB3 promoter haplotype associated with childhood absence epilepsy impairs transcriptional activity. Human Molecular Genetics 15 (16): 2533-2541. (Details)
  Karatzoglou, Alexandros, Meyer, David, Hornik, Kurt. 2006. Support vector machines in R. Journal of Statistical Software 15 (9): 1-28. open access (Details)
  Meyer, David, Zeileis, Achim, Hornik, Kurt. 2006. The Strucplot Framework: Visualizing Multi-way Contingency Tables with vcd. Journal of Statistical Software 17 (3): 1-48. open access (Details)
  Hothorn, Torsten, Hornik, Kurt, Zeileis, Achim. 2006. Unbiased Recursive Partitioning: A Conditional Inference Framework. Journal of Computational and Graphical Statistics 15 (3): 651-674. (Details)
2005 Hahsler, Michael, Grün, Bettina, Hornik, Kurt. 2005. arules - A computational environment for mining association rules and frequent item sets. Journal of Statistical Software 14 (15): 1-25. open access (Details)
  Hornik, Kurt. 2005. A CLUE for CLUster Ensembles. Journal of Statistical Software 14 (12): S. 1-25. open access (Details)
  Schosser, A., Fuchs, K., Leisch, F.; Bailer, U., Kasper, S., Sieghart, W., Hornik, K., Aschauer, H. N.. 2005. Additional support for linkage of bipolar disorder to chromosome 3q29. The World Journal of Biological Psychiatry, 6 (Supplement 1): 189 (Details)
  Hahsler, M., Grün, B., Hornik, K.. 2005. arules - A Computational Environment for Mining Association Rules and Frequent Item Sets. Journal of Statistical Software 14 (15): 1-25 (Details)
  Zeileis, A., Leisch, F., Kleiber, Ch., Hornik, H.. 2005. Monitoring structural change in dynamic econometric models. Journal of Applied Econometrics 20(1): 99-121 (Details)
  Bailer, U., Wiesegger, G., Leisch, F., Fuchs, K., Leitner, I., Letmaier, M., Konstantinidis, A., Stastny, J., Sieghart, W., Hornik, K., Mitterauer, B., Kasper, S., Aschauer, H. N.. 2005. No association of clock gene T3111C polymorphism and affective disorders. European Neuropsychopharmacology, 15(1): 51-55 (Details)
  Hothorn, T., Leisch, F., Zeileis, A., Hornik, K.. 2005. The design and analysis of benchmark experiments. Journal of Computational and Graphical Statistics, 14 (3): 675-699 (Details)
2004 Dimitriadou, E., Barth, M., Windischberger, Ch., Hornik, K., Moser, E.. 2004. A quantitative comparison of functional MRI cluster analysis. Artificial Intelligence in Medicine, 32 (1): 57-71 (Details)
  Schosser, A., Fuchs, K., Leisch, F., Bailer, U., Kasper, S., Sieghart, W., Hornik, K., Aschauer, H. N.. 2004. Additional support for schizophrenia and bipolar disorder linkage to chromosome 3q29. American Journal of Medical Genetics, 130B: 122 (Details)
  Meyer, D., Leisch, F., Hothorn, T., Hornik, K.. 2004. An XML format for statistical data. Computational Statistics, 19 (3): 493-509 (Details)
  Schosser, A., Aschauer, H. N., Schlögelhofer, M., Leisch, F., Stamenkovich, M., Hornik, K., Gasche, Ch.. 2004. Association Study of Gilled de la Tourette Syndrom with Variants of the IL-10 Receptor (Abstract). American Journal of Medical Genetics 130B (1): 101-102 (Details)
  Schosser, A., Aschauer, H. N., Schlögelhofer, M., Leisch, F., Stamenkovich, M., Hornik, K., Gasche Ch.. 2004. Association study of Gilled de la Tourette syndrom with variants of the IL-10 receptor 1. American Journal of Medical Genetics, 130B: 122 (Details)
  Chick, J., Aschauer, H. N., Hornik, K.,. 2004. Efficacy of fluvoxamine in preventing relapse in alcohol dependence: A one-year, double blind, placebo-controlled multicenter study with analysis by typology. Drug and Alcohol Dependence, 74 (1): 61-70 (Details)
  Rossini, A. J., Heideberger, R. M., Sparapani, R., Mächler, M., Hornik, K.. 2004. Emacs speaks statistics: A multi-platform, multi-package development environment for statistical analysis. Journal of Computational and Graphical Statistics, 13 (1): 247-261 (Details)
  Schosser, A., Fuchs, K., Leisch, F.; Bailer, U., Kasper, S., Sieghart, W., Hornik, K., Aschauer, H. N.. 2004. Examining chromosome 3q29 in schizophrenia and bipolar affective disorder families. European Archives of Psychiatry and Clinical Neuroscience, (Supplement 1): I/37 (Details)
  Bailer, U., Zwaan, M. de, Leisch, F., Strnad, A., Lennkh-Wolfsberg, C., El-Giamal, N., Hornik, K., Aschauer, h. N.. 2004. Guided self-therapy versus cognitive behavioral group therapy in the treatment of bulimia nervosa. International Journal of Eating Disorders, 35 (4): 522-537 (Details)
  Schosser, A., Aschauer, H. N., Schlögelhofer, M., Leisch, F., Stamenkovich, M., Hornik, K., Gasche Ch.. 2004. IL-10 receptor 1: Association study in bipolar affective disorder. International Journal of Neuropsychopharmacology, 7(Supplement 1): 185 (Details)
  Karatzoglou, A., Smola, A., Hornik, K., Zeileis, A.. 2004. kernlab - An S4 package for kernel methods in R. Journal of Statistical Software 11 (9): 1-20 open access (Details)
  Gamper, G., Willeit, M., , Scherz, F., Herkner, H., Zoufaly, A., Hornik, K., Havel, C., Laggner, A. N.. 2004. Life after death: Posttraumatic stress disorder in survivors of cardiac arrest-prevalence, associated factors, and the influence of sedation and analgesia. Critical Care Medicine, 32 (2): 378-383 (Details)
  Schosser, A., Aschauer, H. N., Schlögelhofer, M., Leisch, F., Stamenkovich, M., Hornik, K., Gasche Ch.. 2004. Possible association of schizophrenia with variants of the IL-10 receptor 1. European Psychiatry, 19(Supplement 1): 161-162 (Details)
  Schosser, A., Fuchs, K., Leisch, F., Bailer, U., Meszaros, K., Lenzinger, E., Willinger, U., Strobl, R., Heiden, A., Gebhardt, Ch., Kasper, S., Sieghart, W., Hornik, K., Aschauer, H. N.. 2004. Possible linkage of schizophrenia and bipolar affective disorder to chromosome 3q29: A follow-up. Journal of Psychiatric Research, 38 (3): 357-364 (Details)
  Hornik, K., Leisch, F.. 2004. R Version 2.0.0. Computational Statistics, 19 (4): 661-664 (Details)
  Schosser, A., Fuchs, K., Leisch, F., Bailer, U., Kasper, S., Sieghart, W., Hornik, K., Aschauer, H. N.. 2004. Schizophrenia and bipolar affective disorder possibly linked to chromosome 3q29. European Neuropsychopharmacology, 14 (Supplement 1) (Details)
  Thirry, N., Willeit, M., Praschak-Reider, N., Zill, P., Hornik, K., Neumeister, A., Lenzinger, E., Stastny, J., Hilger, E., Konstantinidis, A., Aschauer, H. N., Ackenheil, M., Bondy, B., Kasper, S.. 2004. Serotonin transporter promoter gene polymorphic region (5-HTTLPR) and personality in female patients with seasonal affective disorder and in healthy controls. European Neuropsychopharmacology, 14 (1): 53-58 (Details)
  Schlögelhofer, M., Wiesegger, G., Bailer, U., Eder, H., Itzlinger, U., Jörgl, G., Leisch, F., Priesch, M., Schosser, A., Hornik, K., Willinger, U., Aschauer, H. N.. 2004. The effectiveness of bibliotherapy - cognitive-behavioral self-help - in patients with partially remitted depression. European Psychiatry, 19(Supplement 1): 213 (Details)
2003 Dimitriadou, E., Weingessel, A., Hornik, K.. 2003. A cluster ensembles framework. In: Design and Application of Hybrid Intelligent Systems, volume 104 of Frontiers in Artificial Intelligence and Applications, Hrsg. Abraham, A., Köppen, M., Franke, M., 528-534. IOS Press (Details)
  Weingessel, A., Hornik, K.. 2003. A robust subspace algorithm for principal component analysis. International Journal of Neural Systems, 13(5): 307-313 (Details)
  Meyer, D., Buchta, Ch., Karatzoglou, A., Leisch, F., Hornik, K.. 2003. A simulation framework for heterogeneous agents. Computational Economics, 22 (2): 285-301 (Details)
  Meyer, D., Buchta, Ch., Karatzoglou, A., Leisch, F., Hornik, K.. 2003. A simulation framework for heterogeneous agents. Computational Economics, 22 (2): 285-301 (Details)
  Schlögelhofer, M., Wiesegger, G., Bailer, U., Eder, H., Itzlinger, U., Jörgl, G., Leisch, F., Priesch, M., Schosser, A., Hornik, K., Willinger, U., Aschauer, H. N.. 2003. Bibliotherapie - Kognitive Therapie in Buchform als Selbsthilfe bei Patienten mit teilremittierter Depression. Journal für Neurologie, Neurochirurgie und Psychiatrie 1: 33-35 (Details)
  Schlögelhofer, M., Wiesegger, G., Bailer, U., Eder, H., Itzlinger, U., Jörgl, G., Leisch, F., Priesch, M., Schosser, A., Hornik, K., Willinger, U., Aschauer, H. N.. 2003. Bibliotherapy - cognitive-behavioral self-help in patients with partially remitted depression. International Journal of Psychiatry in Clinical Practice, 7 (4): 314-315 (Details)
  Schosser, A., Fuchs, K., Leisch, F.; Bailer, U., Kasper, S., Sieghart, W., Hornik, K., Aschauer, H. N.. 2003. Chromosome 3q29: Follow-up linkage analysis in schizophrenia and bipolar disorder. European Neuropsychopharmacology, 13 (Supplement 4): 463 (Details)
  Rauner, M. S., Zeileis, A., Schauffhauser-Linzatti, M.-M., Hornik, K.. 2003. Modelling the effects of the Austrian inpatient reimbursement system on length-of-stay distributions. OR Spectrum 25 (2): 183-206 (Details)
  Schosser, A., Fuchs, K., Leisch, F.; Bailer, U., Kasper, S., Sieghart, W., Hornik, K., Aschauer, H. N.. 2003. Schizophrenia and bipolar disorder: Possible linkage to chromosome 3q29. American Journal of Medical Genetics - Neuropsychiatric Genetics, 122B (1): 135-136 (Details)
  Thirry, N., Willeit, M., Praschak-Reider, N., Zill, P., Hornik, K., Neumeister, A., J., Hilger, Kasper, S. 2003. Serotonin transporter promotor gene polymorphic region (5-HTTLPR) and personality in female patients with seasonal affective disorder and healthy controls. European Neuropsychopharmacology, 13 (Supplement 4): 185-186 (Details)
  Zeileis, Achim, Kleiber, Ch., Krämer, W., Hornik, Kurt. 2003. Testing and Dating of Structural Changes in Practice. Computational Statistics & Data Analysis 44 (1-2): 109-123. (Details)
  Meyer, D., A., Leisch, F., Hornik, K.. 2003. The support vector machine under test. Neurocomputing, 55(1-2): 169-186 (Details)
2002 Dimitriadou, E., Weingessel, A., Hornik, K.. 2002. A combination scheme for fuzzy clustering. International Journal of Pattern Recognition and Artificial Intelligence, 16 (7): 901-912 (Details)
  Dimitriadou, E., Barth, M., Windischberger, Ch., Hornik, K., Moser, E.. 2002. AveSure - statistical validation of fMRI clustering results. NeuroImage, 16: 371 (Details)
  Wiesegger, G., Schlögelhofer, M., Eder, H., Bailer, U., Itzlinger, U., Jörgl, G., Willinger, U., Leisch, A., Hornik, K., Aschauer, H. N.. 2002. Cognitive behavioral bibliotherapy in patients with partially remitted depression. The International Journal of Neuropsychopharmacology, 5 (S1): 104 (Details)
  Stamenkovi, M., Stastny, J., Schüssler, P., Fuchs, K., Gebhardt, Ch., Riederer, F., Schindler, S. D., Leisch, F., Hornik, K., Sieghart, W., Kasper, S., Aschauer, H. N.. 2002. Dopamine transporter gene polymorphism in Tourette's disorder. European Neuropsychopharmacology, 12 (Supplement 3): 437-438 (Details)
  Bailer, U., Leisch, F., Meszaros, K., Lenzinger, E., Willinger, U., Strobl, R., Heiden, A., Gebhardt, Ch., Gerhard, E., Fuchs, K., Sieghart, W., Kasper, S., Hornik, K., Aschauer, H. N.. 2002. Genome scan for susceptibility loci for psychotic disorders. Biological Psychiatry, 51: 43 (Details)
  Bailer, U., Leisch, F., Meszaros, K., Lenzinger, E., Willinger, U., Strobl, R., Heiden, A., Gebhardt, Ch., Gerhard, E., Döge, E., Fuchs, K., Sieghart, W., Kasper, S., Hornik, K., Aschauer, H. N.. 2002. Genome scan for susceptibility loci for schizophrenia and bipolar disorder. Biological Psychiatry, 52(1): 40-52 (Details)
  Willinger, U., Lenzinger, E., Hornik, K., Fischer, G., Schönbeck, G., Aschauer, H. N., Meszaros, K.. 2002. On Behalf of The European Fluvoxamine in Alcoholism Study Group. Anxiety as a predictor of relapse in detoxified alcohol dependents. Alcohol and Alcoholism, 37 (6): 609-612 (Details)
  Hothorn, T., Hornik, K., Ligges, U.. 2002. R: Eine Sprache für Datenanalyse und -visualisierung. iX Magazin für professionelle Informationstechnik, 2002 (3): 141-143 (Details)
  Praschak-Rieder, N., Willeit, M., Winkler, D., Neumeister, A., Hilger, E., Zill, E., Hornik, K., Stastny, J., Thierry, N., Ackenheil, M., Bondy, B., Kasper, S.. 2002. Role of family history and 5-HTTLPR polymorphism in female seasonal affective disorder patients with and without premenstrual dysphoric disorder. European Neuropsychopharmacology, 12 (2): 129-134 (Details)
  Zeileis, A., Leisch, F., Hornik, K., Kleiber, Ch.. 2002. strucchange: An R package for testing for structural change in linear regression models. Journal of Statistical Software 7 (2): 1-38 open access (Details)
  Wiesegger, G., Beiler, U., Leitner, I., Stastny, J., Letmaier, M., Fuchs, K., Sieghart, W., Leisch, F., Hornik, K., Mitteruaer, B., Kasper, S., Aschauer, H. N.. 2002. T3111C polymorphism at the clock gene locus and association with affective disorders. American Journal of Medical Genetics - Neuropsychiatric Genetics, 114(7): 776 (Details)
2001 Ripley, B.D., Hornik, K.. 2001. Date-Time Classes. R News, 1: 8-11 (Details)
  Bailer, U., Leisch, F., Kasper, S., Hornik, K., Aschauer, H. N.. 2001. Genome Scan for Susceptibility Loci for Psychotic Disorders. The World Journal of Biological Psychiatry, 2 (Supplement 1): 212 (Details)
  Willeit, M., Stastny, J., Pirker, W., Praschak-Rieder, N., Neumeister, A., Asenbaum, S., Tauscher, J., Fuchs, K., Sieghart, W., Hornik, K., Aschauer, H. N., Brucke, T., Kasper, S.. 2001. No Evidence for in Vivo Regulation of Midbrain Serotonin Transporter Availability by Serotonin Transporter Promoter Gene Polymorphism. Biological Psychiatry, 50 (1): 8-12 (Details)
  Cejna, M., Thurnher, S., Iliasch, H., Horvath, W., Waldenberger, P., Hornik, K., Lammer J.. 2001. PTA versus Palmaz Stent Placement in Femoropopliteal Artery Obstructions: A Multicenter Prospective Randomized Study. Journal of Vascular and Interventional Radiology, 12 (1): 23-32 (Details)
  Stamenkovi, M., Aschauer, H.N., Riederer, F., Schindler, S.D., Leisch, F., Resinger, E., Neumeister, A., Hornik, K., Kasper, S.. 2001. Study of Family History in Seasonal Affective Disorder. Neuropsychobiology, 44 (2): 65-69 (Details)
  Bailer, U., Leisch, F., Schüssler, P., El-Giamal, N., Strnad, A., Hornik, K., Kasper, S. Zwaan, M. de. 2001. Tryptophan depletion in bulimia nervosa. European Neuropsychopharmacology, 11 (Supplement 3): 367 (Details)
2000 Heiden, A., Schüssler, P., Itzlinger, U., Leisch, F., Scharfetter, J., Gebhardt, C., Fuchs, K., Willeit, M., Nilsson, L., Iller-Reiter, E., Stompe, T., Meszaros, K., Sieghart, W., Hornik, K., Kasper, S, Aschauer, H. N.. 2000. Association Studies of Candidate Genes in Bipolar Disorders. Neuropsychobiology, 42, (supplement 1): 18-21 (Details)
  Meszaros, K., Lenzinger, E., Hornik, K., Füreder, Th., Stompe, Th., Willinger, U., Heiden, A., Fathi, N., Gerhard, E., Fuchs, K., Sieghart, W., Kasper, S., Aschauer, H. N.. 2000. Association Study of Schizophrenia Spectrum Disorders and Dopamine D3 Receptor Gene: Is Schizoaffective Disorder Special?. Psychiatry Research, 96 (2): 179-183 (Details)
  Bailer, U., Leisch, F., Meszaros, K., Lenzinger, E., Willinger, U., Heiden, A., Stompe, Th., Strobl, R., Gebhardt, Ch., Gerhard, E., Fuchs, K., Sieghart, W., Kasper, S., Hornik, K., Aschauer, H. N.. 2000. Genome Scan for Susceptibility Loci for Schizophrenia. Neuropsychobiology, 42(4): 175-182 (Details)
  Andreas Weingessel, Kurt Hornik. 2000. Local PCA Algorithms. IEEE Transactions on Neural Networks, 11 ( 6): 1242-1250 (Details)
  Leisch, F., Hornik, K., Kuan. Ch.-M.. 2000. Monitoring Structural Changes with the Generalized Fluctuation Test. Econometric Theory, 16 (6): 835-854 (Details)
  Gebhardt, Ch., Leisch, F., Schüssler, P., Fuchs, K., Stompe, Th., Sieghart, W., Hornik, K., Kasper, S., Aschauer, H. N.. 2000. Non-Association of Dopamine D4 and D2 Receptor Genes with Personality in Healthy Individuals. Psychiatric Genetics, 10 (3): 131-137 (Details)
  Schüssler, P., Gebhardt, Ch., Leisch, F., Fuchs, Stompe, Th., Sieghart, W., Kasper, S., Hornik, K., Aschauer, H. N. 2000. Novelty seeking and harm avoidance and dopamine 4 and serotonine 2A receptor gene polymorphisms. European Neuropsychopharmacology, 10 (Supplement 3): 398 (Details)
  Trapletti, A., Leisch, F., Hornik, K.. 2000. Stationary and Integrated Autoregressive Neural Network Processes. Neural Computation, 12 (10): 2427-2450 (Details)
1997 Meszaros, K., Lenzinger, E., Hornik, K., Schönbeck, G., Hatzinger, R., Langer, G., Sieghart, W., Aschauer, H.N.. 1997. Biperiden and haloperidol plasma levels, and extrapyramidal side effects in schizophrenic patients. Neuropsychobiology, 36: 69-72 (Details)

Chapter in edited volume

2014 Rusch, Thomas, Mair, Patrick, Hornik, Kurt. 2014. Republican Mantras. In: Insight 2014-wissenschaftliche Daten in aesthetischer Illustration. UMIT-Lecture Notes in Biomedical Computer Science and Mechatronics, Hrsg. Mathias Brandstoetter, Theresa Rienmueller, 45-46. Hall in Tirol, Austria: UMIT. (Details)
2013 Hofmarcher, Paul, Grün, Bettina, Hornik, Kurt, Mair, Patrick. 2013. Determining the similarity between US cities using a gravity model for search engine query data.. In: Algorithms from and for Nature and Life - Studies in Classification, Data Analysis, and Knowledge Organization,, Hrsg. Berthold Lausen, Dirk Van den Poel, Alfred Ultsch, 243-250. Wien: Springer. (Details)
2010 Hornik, Kurt, Jankowitsch, Rainer, Leitner, Christoph, Pichler, Stefan, Lingo, Manuel, Winkler, Gerhard. 2010. A Latent Variable Approach to Validate Credit Rating Systems. In: Model Risk in Financial Crises, Hrsg. Daniel Rösch and Harald Scheule, 277-296. London: Risk Books. (Details)
2008 Meyer, David, Zeileis, Achim, Hornik, Kurt. 2008. Visualizing Contingency Tables. In Handbook of Data Visualization, Springer Handbooks of Computational Statistics, Hrsg. Chun-Houh Chen, Wolfgang Härdle and Antony Unwin, 589-616. New York: Springer. (Details)
2006 Hahsler, Michael, Hornik, Kurt, Reutterer, Thomas. 2006. Warenkorbanalyse mit Hilfe der Statistik-Software R. In Innovationen in Marketing und Handel, Hrsg. Schnedlitz, Peter, Buber, Renate, Reutterer, Thomas, Schuh, Arnold, Teller, Christoph, 144-163. Wien: Linde. (Details)
2005 Hornik, K., Leisch, F.. 2005. Ensemble methods for cluster analysis. In: Information Systems and Modelling in Economics and Management Science, volume 5 of Interdisciplinary Studies in Economics and Management, Hrsg. Taudes, A., 261-268. Berlin: Springer-Verlag (Details)
  Hornik; K., Leisch F.. 2005. Open and extensible software for data analysis in management science. In: Adaptive Information Systems and Modelling in Economics and Management Science, volume 5 of Interdisciplinary Studies in Economics and Management, Hrsg. Taudes, A., 269-276. Berlin: Springer-Verlag (Details)
2002 Hornik, K., Leisch, F.. 2002. Vienna and R: Love, marriage and the future. In: Festschrift 50 Jahre Österreichische Statistische Gesellschaft, Hrsg. Dutter, R., 61-70. Wien: Österreichische Statistische Gesellschaft (Details)
2001 Hornik, K., Leisch, F.. 2001. Neural network models. In: A Course in Time Series Analysis, Wiley Series in Probability and Statistics, Hrsg. Peña, D., Tiao, G. C., Tsay, R. S., 348-362. New York: John Wiley & Sons (Details)
  Dimitriadou, E., Weingessel, A., Hornik, K.. 2001. Voting-Merging: An Ensemble Method for Clustering. In: Dorffner, G., Bischof, H., Hornik, K. (eds.): Artificial Neural Networks - ICANN 2001. Springer Lecture Notes in Computer Science 2130, 217-224. New York : Springer-Verlag (Details)

Edited book (editorship)

2008 Hornik, Kurt, Lang, Michael, Mamut, Marie-Ann, Nagel, Herbert, Hrsg. 2008. Die Rechtsprechungspraxis des VwGH in Abgabensachen. Wien: Linde. (Details)
2003 Hornik, K., Leisch, F., Zeileis. 2003. Proceedings of the 3rd International Workshop on Distributed Statistical Computing. Wien (Details)
2001 Dorffner, G., Bischof, H., Hornik, K.. 2001. Artificial Neural Networks - ICANN 2001. Springer Lecture Notes in Computer Science 2130, New York : Springer-Verlag (Details)
  Hornik, K., Leisch, F. (eds.). 2001. Proceedings of the 2nd International Workshop on Distributed Statistical Computing. DSC 2001 (Details)

Contribution to conference proceedings

2010 Bohn, Angela, Theußl, Stefan, Feinerer, Ingo, Hornik, Kurt, Mair, Patrick, Walchhofer, Norbert. 2010. A new SNA centrality measure quantifying the distance to the nearest center. 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., Studies in Classification, Data Analysis, and Knowledge Organization, Hrsg. Hermann Locarek-Junge and Claus Weihs, 579-586. Berlin - Heidelberg - New York: Springer. (Details)
  Walchhofer, Norbert, Fröschl, Karl, Hronsky, Milan, Hornik, Kurt. 2010. Dynamic Population Segmentation in Online Market Monitoring. 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., Studies in Classification, Data Analysis, and Knowledge Organization, Hrsg. Hermann Locarek-Junge, Claus Weihs, 609-617. Berlin-Heidelberg-New York: Springer. (Details)
2009 Theußl, Stefan, Hornik, Kurt. 2009. Journal Ratings and Their Consensus Ranking. In Operations Research Proceedings 2009 (Selected Papers of the Annual International Conference of the German Operations Research Society/GOR), Hrsg. Berhard Fleischmann, Karl Heinz Borgwardt, Robert Klein, Axel Tuma, 401-406. Berlin Heidelberg: Springer. (Details)
  Leitner, Christoph, Zeileis, Achim, Hornik, Kurt. 2009. Forecasting the winner of the UEFA champions league 2008/09.. In Proceedings of the 2nd International Conference on Mathematics in Sport - IMA Sport 2009, Hrsg. Ruud Koning, Phil Scarf, -----. Groningen: The Institute of Mathematics and its Applications. (Details)
  Karatzoglou, Alexandros, Feinerer, Ingo, Hornik, Kurt. 2009. Nonparametric Distribution Analysis for Text Mining. In Advances in Data Analysis, Data Handling and Business Intelligence Proceedings of the 32nd Annual Conference of the Gesellschaft für Klassifikation e.V., Joint Conference with the British Classification Society (BCS) and the Dutch/Flemish Classification Society (VOC), Helmut-Schmidt-University, Hamburg, July 16-18, 2008, Hrsg. Andreas Fink, Berthold Lausen, Wilfried Seidel and Alfred Ultsch, 295-305. Berlin - Heidelberg: Springer. (Details)
2008 Schauerhuber, Michael, Zeileis, Achim, Meyer, David, Hornik, Kurt. 2008. Benchmarking Open-source Tree Learners in R/RWeka. In Data Analysis, Machine Learning and Applications, Proceedings of the 31st Annual Conference of the Gesellschaft für Klassifikation e.V., March 7-9, 2007, Studies in Classification, Data Analysis and Knowledge Organization, Hrsg. Christine Preisach, Hans Burkhardt, Lars Schmidt-Thieme and Reinhold Decker, 389-396. Albert-Ludwigs-Universität Freiburg: Springer. (Details)
  Hornik, Kurt, Böhm, Walter. 2008. Hard and Soft Euclidean Consensus Partitions. In Data Analysis, Machine Learning and Applications, Proceedings of the 31st Annual Conference of the Gesellschaft für Klassifikation e.V., March 7-9, 2007, Studies in Classification, Data Analysis and Knowledge Organization, Hrsg. Christine Preisach, Hans Burghardt, Lars Schmidt-Thieme and Reinhold Decker, 147-154. Albert-Ludwigs-Universität Freiburg: Springer. (Details)
  Feinerer, Ingo, Hornik, Kurt. 2008. Text Mining of Supreme Administrative Court Jurisdictions. In Data Analysis, Machine Learning and Applications, Proceedings of the 31st Annual Conference of the Gesellschaft für Klassifikation e.V., March 7-9, 2007, Studies in Classification, Data Analysis and Knowledge Organization, Hrsg. Christine Preisach, Hans Burghardt, Lars Schmidt-Thieme and Reinhold Decker, 569-576. Albert-Ludwigs-Universität Freiburg: Springer. (Details)
2007 Hahsler, Michael, Hornik, Kurt. 2007. Building on the arules infrastructure for analyzing transaction data with R. In Advances in Data Analysis, Proceedings of the 30th Annual Conference of the Gesellschaft für Klassifikation e.V., Hrsg. R. Decker and H.-J. Lenz, 449-456. Berlin: Springer. (Details)
  Hornik, Kurt, Meyer, David. 2007. Deriving consensus rankings from benchmarking experiments. In Advances in Data Analysis, Proceedings of the 30th Annual Conference of the Gesellschaft für Klassifikation e.V., Hrsg. R. Decker and H.-J. Lenz, 173-180. Freie Universität Berlin, 8.-10. März 2006: Springer. (Details)
2006 Hahsler, Michael, Hornik, Kurt, Reutterer, Thomas. 2006. Implications of probabilistic data modeling for mining association rules. In From Data and Information Analysis to Knowledge Engineering, Studies in Classification, Data Analysis, and Knowledge Organization, Hrsg. M. Spiliopoulou, R. Kruse, C. Borgelt, A. Nürnberger, and W. Gaul, 598-605. Berlin: Springer. (Details)
  Schosser, Alexandra, Fuchs, Karoline, Scharl, Theresa, Friedrich, Leisch, Kindler, Jochen, Mossaheb, Nilufar, Bailer, Ursula, Kasper, Siegfried, Sieghart, Werner, Hornik, Kurt, Aschauer, Harald N.. 2006. Association of bipolar disorder chromosome 3q29: Preliminary results. In American Journal of Medical Genetics (Part B), Hrsg. 141B (7), 749-749. .: (Details)
  Kindler, Jochen, Bailer, Ursula, De Zwaan, Martina, Fuchs, Karoline, Leisch, Friedrich, Strnad, Alexandra, Lennkh-Wolfsberg, Claudia, El-Giamal, Nadja, Kasper, Siegfried, Sieghart, Werner, Hornik, Kurt, Aschauer, Harald N.. 2006. Ghrelin gene polymorphisms Arg51GIn and Leu72Met in eating disorders: An association study. In American Journal of Medical Genetics (Part B), Hrsg. 141B (7), 771-771. .: (Details)
2005 Hornik, K.. 2005. Cluster ensembles. In: Classification - The Ubiquitous Challenge, Hrsg. Weihs, C., Gaul W., 65-72. Heidelberg: Springer-Verlag (Details)
2004 Hornik, K.. 2004. R: The next generation. In: COMPSTAT 2004 - Proceedings in Computational Statistics, Hrsg. Antoch, J., 235-249. Heidelberg: Physika Verlag (Details)
2003 Dimitriadou, E., Hornik, K., Moser E., Barth, M.. 2003. Application of the neural gas algorithm in fMRI analysis. In Proceedings of the 20th Annual Meeting of the European Society for Magnetic Resonance in Medicine and Biology, Hrsg. ESMRMB, 16 (Abstract) (Details)
  Barth, M., Dimitriadou, E., Hornik, K., Moser E.,. 2003. Comparison of clustering methods in fMRI analysis by ranking association coefficients. In Proceedings of the 20th Annual Meeting of the European Society for Magnetic Resonance in Medicine and Biology, Hrsg. ESMRMB, 1817 (Abstract) (Details)
  Barth, M., Dimitriadou, E., Hornik, K., Moser E.. 2003. Ensemble clustering of fMRI data. In Proceedings of the 20th Annual Meeting of the European Society for Magnetic Resonance in Medicine and Biology, Hrsg. ESMRMB, 171 (Abstract) (Details)
  Karatzoglou, A., Smola, A., Zeileis, A., Hornik, K.. 2003. kernlab - A kernel methods package. In: Proceedings of the 3rd International Workshop on Distributed Statistical Computing, Hrsg. Hornik, K., Leisch, F., Zeileis A.,Technische Universität Wien, Vienna, Austria (Details)
  Karatzoglou, A., Smola, A., Hornik, K., Zeileis, A.. 2003. kernlab - A kernel methods package. In: Proceedings of the 3rd International Workshop on Distributed Statistical Computing, Hrsg. Hornik, K., Leisch, F., Zeileis, A., Wien (Details)
  Murrell, P., Hornik, K.. 2003. Quality assurance for graphics. In: Proceedings of the 3rd International Workshop on Distributed Statistical Computing, Hrsg. Hornik, K., Leisch, F., Zeileis, A., Wien (Details)
  Dimitriadou, E., Barth, M., Hornik, K., Moser E.. 2003. The influence of design factors and fMRI analysis methods assessed by ANOVA. In Proceedings of the 20th Annual Meeting of the European Society for Magnetic Resonance in Medicine and Biology, Hrsg. ESMRMB, 200 (Abstract) (Details)
  Meyer, D., Zeileis, A., Hornik, K.. 2003. Visualizing independence using extended association plots. In: Proceedings of the 3rd International Workshop on Distributed Statistical Computing, Hrsg: Hornik,K., Leisch,F., Zeileis, A.: Vienna, Austria (Details)
  Meyer, D., Zeileis, A., Hornik, K.. 2003. Visualizing independence using extended association plots. In: Proceedings of the 3rd International Workshop on Distributed Statistical Computing, Hrsg. Hornik, K., Leisch, F., Zeileis, A., Wien (Details)
2002 Dimitriadou, E., Weingessel, A., Hornik, K.. 2002. A combination scheme for fuzzy clustering. In: Advances in Soft Computing, International Conference on Fuzzy Systems (AFSS 2002), volume 2275 of Lecture Notes in Artificial Intelligence, Hrsg. Pal, N. R., Sugeno M., 332-338 (Details)
  Dimitriadou, E., Weingessel, A., Hornik, K.. 2002. A mixed ensemble approach for the semi-supervised problem. In José R. Dorronsoro. In: Proceedings of the International Conference on Artificial Neural Networks (ICANN 02), volume 2415 of Lecture Notes in Computer Science, Hrsg. Dorronsoro, J., 571-576. Berlin: Springer-Verlag (Details)
  Dimitriadou, E., Barth, M., Windischberger, Ch., Moser, E, Hornik, K.. 2002. An explorative concept for classifying activation in multi-echo fMRI data. In: Magnetic Resonance, Materials in Physics, Biology and Medicine, volume 15. Proceedings of the 19th Annual Meeting of the European Society for Magnetic Resonance in Medicine and Biology, Hrsg. ESMRMB, 163. (Details)
  Dimitriadou, E., Barth, M., Windischberger, Ch., Hornik, K., Moser, E.. 2002. Detecting regions of interest in fMRI: An application on exploratory-based data analysis. In: Proceedings of the 2002 IEEE World Congress on Computational Intelligence (WCCI 2002), volume 2 (FUZZ-IEEE), Hrsg. Fogel, D., 1488-1492 (Details)
  Hothorn, T., Hornik, K.. 2002. Exact nonparametric inferenc. In: COMPSTAT 2002 - Proceedings in Computational Statistics, Hrsg. Härdle, W., Rönz, B., 355-360. Heidelberg: Physika Verlag (Details)
  Meyer, D., Leisch, F., Hothorn, T., Hornik, K.. 2002. StatDataML: An XML format for statistical data. In: Compstat 2002 - Proceedings in Computational Statistics, Hrsg. Härdle, W., Rönz, B., 545-550. Heidelberg: Physika Verlag (Details)
  Hornik, K.. 2002. Tools and strategies for managing software library repositories. In: Statistics in an Era of Technological Change, Proceedings of the 2002 Joint Statistical Meetings, Hrsg. Americal Statistical Association, 1490-1493 (Details)
2001 Dimitriadou, E., Weingessel, A., Hornik, K.. 2001. Voting-merging: An ensemble method for clustering. In: Artificial Neural Networks - ICANN 2001, Hrsg. Dorffner, G., Bischof, H., Hornik, K., 217-224, Wien: Springer-Verlag (Details)

Paper presented at an academic conference or symposium

2018 Philipp, Michel, Rusch, Thomas, Strobl, Carolin, Hornik, Kurt. 2018. Measuring the Stability of Recursive Partitioning Methods . European Conference on Data Analysis (ECDA), Paderborn, Germany, 04.07.-06.07. open access (Details)
  Rusch, Thomas, Mair, Patrick, Hornik, Kurt. 2018. The STOPS framework for structure-based hyperparameter selection in multidimensional scaling. Data Science, Statistics & Visualisation (DSSV2018), Vienna, Austria, 09.07.-11.07. open access (Details)
2017 Vana, Laura, Hirk, Rainer, Hornik, Kurt. 2017. A joint model of firm failure and credit ratings. 1st International Conference on Econometrics and Statistics (EcoSta 2017), Hongkong, China, 15.06-17.06. (Details)
  Philipp, Michel, Rusch, Thomas, Hornik, Kurt, Zeileis, Achim, Strobl, Carolin. 2017. Assessing the stability of trees and other statistical learning results. International Meeting of the Psychometric Society (IMPS2017), Zürich, Switzerland, 18.07.-21.07. (Details)
  Hirk, Rainer, Hornik, Kurt, Vana, Laura. 2017. Multivariate ordinal regression models: An analysis of corporate credit ratings. 1st International Conference on Econometrics and Statistics (EcoSta 2017), Hongkong, China, 15.06-17.06. (Details)
  Hirk, Rainer, Hornik, Kurt, Vana, Laura. 2017. Multivariate ordinal regression models: An analysis of corporate credit ratings. JSM 2017, Baltimore, Vereinigte Staaten/USA, 29.07-03.08. (Details)
  Schwendinger, Florian, Theußl, Stefan, Hornik, Kurt. 2017. ROI - R Optimization Infrastructure. UseR 2017, Brüssel, Belgien, 03.07-07.07. (Details)
  Rusch, Thomas, Mair, Patrick, Hornik, Kurt. 2017. The STOPS Framework for Parameter Selection in Multidimensional Scaling. Psychoco 2017, Vienna, Austria, 09.02-10.02. (Details)
2016 Vana, Laura, Hirk, Rainer, Hornik, Kurt. 2016. A joint model of firm failure and credit ratings. CFE 2016 10th International Conference on Computational and Financial Econometrics, Sevilla, Spain, 09.12.-11.12. (Details)
  Hirk, Rainer, Hornik, Kurt, Vana, Laura. 2016. Cross-sectional multivariate ordinal regression models with application in credit risk. CFE 2016 10th International Conference on Computational and Financial Econometrics, Seville, Spanien, 09.12.-11.12. (Details)
2015 Vana, Laura, Grün, Bettina, Hornik, Kurt. 2015. Modeling creditworthiness using a generalized linear mixed effects approach. 30th International Workshop on Statistical Modelling, Linz, Österreich, 06.07.-10.07.. (Details)
  Rusch, Thomas, Mair, Patrick, Hornik, Kurt. 2015. COPS: Cluster Optimized Proximity Scaling. Psychoco 2015, Amsterdam, Niederlande, 12.02.2015-13.02.2015. open access (Details)
  Rusch, Thomas, Zeileis, Achim, Hornik, Kurt. 2015. Logistic regression trees for ordinal and preference data. CLADAG 2015, Cagliari, Italy, 09.10.-11.10. (Details)
  Vana, Laura, Grün, Bettina, Hornik, Kurt. 2015. Modeling creditworthiness using a generalized linear mixed effects approach. CFE 2015 9th International Conference on Computational and Financial Econometrics, London, United Kingdom, 02.12-04.12. (Details)
2014 Rusch, Thomas, Mair, Patrick, Hornik, Kurt. 2014. Scaling for clusters with COPS (Cluster Optimized Proximity Scaling). CFE-ERCIM, Pisa, Italien, 06.12.-08.12.. Invited Talk open access (Details)
  Vana, Laura, Grün, Bettina, Hofmarcher, Paul, Hornik, Kurt. 2014. A Predictive Bayesian Model Averaging Approach on Firm Default Probabilities. CFE 2014 8th International Conference on Computational and Financial Econometrics, Pisa, Italien, 06.12-08.12. Invited Talk (Details)
  Vana, Laura, Grün, Bettina, Hornik, Kurt. 2014. Mixed-effects modeling of firm default indicators and probability estimates. German Probability and Statistics Days, Ulm, Germany, 04.03-07.03. (Details)
2013 Vana, Laura, Grün, Bettina, Hornik, Kurt. 2013. Mixed-effects modeling of firm default indicators and probability estimates. Eighteenth Austrian, Croatian, Hungarian, Italian and Slovienian Meeting of Young Statisticians, Balatonfüred, Ungarn, 11.10-13.10. (Details)
  Philipp, Michel, Rusch, Thomas, Carolin, Strobl, Hornik, Kurt. 2013. A framework for measuring the stability of recursive partitioning results. ERCIM 2013, London, Großbritannien, 14.12.-16.12.. (Details)
  Hornik, Kurt. 2013. Amos-Type Bounds for Modified Bessel Function Ratios. 18th OMG Congress and Annual DMV Meeting, Innsbruck, Österreich, 23.09.-26.09.. (Details)
  Hornik, Kurt. 2013. Motivation and Collaboration in the R Project. dagstat, Freiburg, Deutschland, 18.03.-23.03.. (Details)
2011 Hofmarcher, Paul, Grün, Bettina, Mair, Patrick, Hornik, Kurt. 2011. Determining the similarity between US cities using a gravity model for search engine query data. GfKl2011, Frankfurt/Main, Deutschland, 31.08-02.09. (Details)
  Hofmarcher, Paul, Rusch, Thomas, Hornik, Kurt, Hatzinger, Reinhold. 2011. Modeling Mortality in the Afghanistan War Logs: Combining topic-models and negative binomial recursive partitioning. GfKl2011, Frankfurt/Main, Deutschland, 31.08-02.09. open access (Details)
  Rusch, Thomas, Hornik, Kurt, Jank, Wolfgang, Lee, Ilro, Zeileis, Achim. 2011. Targeting Voters with Logistic Regression Trees. DAGM GfKl 2011, Frankfurt am Main, Deutschland, 30.08.-02.09.. (Details)
  Hofmarcher, Paul, Grün, Bettina, Hornik, Kurt, Kerbl, Stefan, Sigmund, Michael. 2011. Modeling Aggregated Default Probabilities via Penalized Regression Methods. Workshop "Financial Markets & Risk'', Universität Innsbruck, Obergurgl, Österreich, 14.04.-16.04.. (Details)
2010 Theußl, Stefan, Reutterer, Thomas, Hornik, Kurt. 2010. How can we derive a consensus among various rankings of marketing journals?. 4th German-French-Austrian Conference on Quantitative Marketing, Wien, Österreich, 16.09.-18.09.. (Details)
  Hofmarcher, Paul, Hornik, Kurt, Theußl, Stefan. 2010. Do Media Sentiments Reflect Economic Indices. International Conference Operations Research 2010, München, Deutschland, 01.09.-3.09.. (Details)
  Grün, Bettina, Hornik, Kurt. 2010. Finite mixture modeling of censored longitudinal data. Joint Meeting GfKl-CLADAG, Firenze, Italien, 08.09-10.09. (Details)
  Hofmarcher, Paul, Hornik, Kurt, Löcker, Florian. 2010. First Significant Digit Distributions and the Credit Crisis. JSM 2010 - Joint Statistical Meeting, Vancouver, Kanada, 31.07.-05.08.. (Details)
  Theußl, Stefan, Meyer, David, Hornik, Kurt. 2010. Many Solvers, One Interface: ROI, the R Optimization Infrastructure Package. useR! 2010, Gaithersburg, Vereinigte Staaten/USA, 20.07.-23.07.. (Details)
2009 Hofmarcher, Paul, Hornik, Kurt, Pichler, Stefan. 2009. Benford's Law and the CDS Crisis. 24. Workshop Austrian Working Group on Banking & Finance 2009, Wien, Österreich, 4.12. (Details)
  Grün, Bettina, Hofmarcher, Paul, Hornik, Kurt, Leitner, Christoph, Pichler, Stefan. 2009. Consensus Default Probabilities of the Big Three Rating Aencies. 24. Workshop der Austrian Working Group on Banking and Finance, Fachhochschule des bfi Wien, Österreich, 4.12.-5.12. (Details)
  Leitner, Christoph, Hornik, Kurt, Jankowitsch, Rainer, Lingo, Manuel, Pichler, Stefan, Winkler, Gerhard. 2009. A Latent Variable Approach to Validate Credit Rating Systems. Annual Meeting of the Southern Finance Association, Captiva Island, Vereinigte Staaten/USA, 18.11.-21.11. (Details)
  Theußl, Stefan, Feinerer, Ingo, Hornik, Kurt. 2009. Distributed Text Mining with tm. useR!, Rennes, Frankreich, 08.07.-10.07.. (Details)
  Bohn, Angela, Theußl, Stefan, Feinerer, Ingo, Hornik, Kurt, Mair, Patrick, Walchhofer, Norbert. 2009. Identifying Social Roles in Software Developing Communities. International Federation of Classification Societies (IFCS) 2009 Conference, Dresden, Deutschland, 13.3.-16.3.. (Details)
  Theußl, Stefan, Feinerer, Ingo, Hornik, Kurt. 2009. Parallel Distributed Text Mining in R. International Federation of Classification Societies (IFCS) 2009 Conference, Dresden, Deutschland, 13.03.-18.03.. (Details)
  Theußl, Stefan, Zeileis, Achim, Hornik, Kurt. 2009. R-Forge Behind the Scences: Prospects and Challenges in Collaborative R Package Development. Directions in Statistical Computing (DSC), Kopenhagen, Dänemark, 13.07.-14.07.. (Details)
  Zeileis, Achim, Hornik, Kurt, Murrell, Paul. 2009. Escaping RGBland: Selecting Colors for Statistical Graphics. useR! 2009, Rennes, Frankreich, 08.07.-10.07.. (Details)
  Leitner, Christoph, Zeileis, Achim, Hornik, Kurt. 2009. Predicting the winner of sports tournaments. Annual Meeting of the Austrian Statistical Society 2009, Wirtschaftsuniversität Wien, Österreich, 21.09.-23.09.. (Details)
  Grün, Bettina, Hofmarcher, Paul, Hornik, Kurt, Leitner, Christoph, Pichler, Stefan. 2009. A Dynamic Latent Variable Approach to Validate Credit Rating Systems. Computational Finance and Financial Engineering, Third R/Rmetrics User and Developer Workshop, Leissingen, Schweiz, 28.06.-02.07.. (Details)
  Grün, Bettina, Hofmarcher, Paul, Hornik, Kurt, Leitner, Christoph, Pichler, Stefan. 2009. The Information Value of Ratings. Konversatorium zum Berufsbild von Mathematikerinnen und Mathematikern: "Finanzmathematik", Universität Wien, Österreich, 10.06.. (Details)
  Leitner, Christoph, Zeileis, Achim, Hornik, Kurt. 2009. Predicting the winner of sports tournaments. 2nd IMA Conference Mathematics in Sports, Groningen, Niederlande, 17.06.-19.06.. (Details)
  Grün, Bettina, Hofmarcher, Paul, Hornik, Kurt, Leitner, Christoph, Pichler, Stefan. 2009. A Dynamic Latent Variable Approach to Validate Credit Rating Systems. Workshop Risikomanagement, Universität Innsbruck - Obergurgl, Österreich, 02.04.-04.04.. (Details)
  Grün, Bettina, Hofmarcher, Paul, Hornik, Kurt, Leitner, Christoph, Pichler, Stefan. 2009. A Latent Variable Approach to Validate Credit Rating Systems using R. R Finance 2009, Chicago, Vereinigte Staaten/USA, 24.04.-25.04.. (Details)
  Hornik, Kurt, Jankowitsch, Rainer, Leitner, Christoph, Lingo, Manuel, Pichler, Stefan, Winkler, Gerhard. 2009. A Latent Variable Approach to Validate Credit Rating Systems. Workshop Risikomanagement, Universität Innsbruck - Obergurgl, Österreich, 02.04.-04.04. (Details)
  Grün, Bettina, Hofmarcher, Paul, Hornik, Kurt, Leitner, Christoph, Pichler, Stefan. 2009. Extending the Latent Variable Approach to Rating Validation - Including Finite Mixture Distributions and Censored Observations. Workshop Risikomanagement, Universität Innsbruck - Obergurgl, Österreich, 02.04.-04.04.. (Details)
2008 Hothorn, Torsten, Hornik, Kurt, van de Wiel, Mark A., Zeileis, Achim. 2008. A Lego System for Conditional Inference. Biometrisches Seminar, Wiener Biometrische Sektion, International Biometric Society, Medizinische Universität Wien, Wien, Österreich, 15.05.. (Details)
  Zeileis, Achim, Hornik, Kurt, Murrell, Paul. 2008. Escaping RGBland: Selecting Colors for Statistical Graphics. OeSG Forum Junge Statistik, Universität Wien, Wien, Österreich, 06.03. (Details)
  Hornik, Kurt. 2008. Good Relations with R. use R! - The R User Conference 2008, Technische Universität Dortmund, Deutschland, 12.08.-14.08.. (Details)
  Karatzoglou, Alexandros, Feinerer, Ingo, Hornik, Kurt. 2008. Nonparametric Distribution Analysis for Text Mining. 32nd Annual GfKl Conference, 2008, Helmut Schmidt-Universität, Hamburg, Deutschland, 16.07.-18.07.. (Details)
  Hornik, Kurt. 2008. The Past, Present and Future of the R Project. use R! - The R User Conference 2008, Technische Universität Dortmund, Deutschland, 12.08.-14.08.. (Details)
  Leitner, Christoph, Zeileis, Achim, Hornik, Kurt. 2008. Who is going to win the EURO 2008? Symposion: Statistik und die UEFA-EURO, Johannes Kepler Universität, Linz, Österreich, 26.6.2008. (Details)
  Grün, Bettina, Hornik, Kurt, Jankowitsch, Rainer, Leitner, Christoph, Lingo, Manuel, Pichler, Stefan, Winkler, Gerhard. 2008. A Latent Variable Approach to Rating Model Validation. Symposium on Rating Model Validation, Oesterreichische Nationalbank, Österreich, 15.05.-15.05. (Details)
  Hornik, Kurt, Jankowitsch, Rainer, Lingo, Manuel, Pichler, Stefan, Winkler, Gerhard. 2008. Determinants of Heterogeneity in European Credit Ratings. 6th INFINITI Conference on International Finance, Dublin, Irland, 09.06.-10.06.. (Details)
  Hornik, Kurt, Jankowitsch, Rainer, Leitner, Christoph, Lingo, Manuel, Pichler, Stefan, Winkler, Gerhard. 2008. Validation by Means of Benchmarking: A Multi-Rater Approach to Validation. Symposium on Rating Model Validation, Oesterreichische Nationalbank, Österreich, 15.05.-15.05.. (Details)
  Hornik, Kurt, Jankowitsch, Rainer, Lingo, Manuel, Pichler, Stefan, Winkler, Gerhard. 2008. Determinants of Heterogeneity in European Credit Ratings. 11th Conference of the Swiss Society for Financial Market Research, Zürich, Schweiz, 11.04.2008. (Details)
  Theußl, Stefan, Zeileis, Achim, Hornik, Kurt. 2008. Collaborative Software Development using R-Forge. useR! - The R User Conference 2008, Dortmund, Deutschland, 12.08.-14.08.. (Details)
2007 Zeileis, Achim, Hornik, Kurt, Shah, Ajay, Patnaik, Ila. 2007. A Unified Structural Change Toolbox Applied to Exchange Rate Regime Classification. Econometrics Seminar, University of Illinois at Urbana-Champaign, Vereinigte Staaten/USA, 31.08.. (Details)
  Zeileis, Achim, Hornik, Kurt. 2007. Data Structures: Times, Dates, Ordered Observations... and Beyond. R/Rmetrics Workshop 2007, Thunersee, Schweiz, 08.07.-12.07.. (Details)
  Hornik, Kurt, Jankowitsch, Rainer, Lingo, Manuel, Pichler, Stefan, Winkler, Gerhard. 2007. Validation of Credit Rating Systems Using Multi-Rater Information. 2007 Financial Management Association Annual Meeting, Orlando, Vereinigte Staaten/USA, 17.10.-20.10.. (Details)
  Zeileis, Achim, Hornik, Kurt. 2007. Choosing color palettes for statistical graphics. Directions in Statistical Computing 2007, Auckland, Neuseeland, 15.02.-16.02.. (Details)
  Zeileis, Achim, Hornik, Kurt. 2007. Choosing color palettes for statistical graphics. Statistical Computing 2007, Schloss Reisensburg, Deutschland, 01.07.-04.07.. (Details)
  Zeileis, Achim, Hornik, Kurt. 2007. Choosing color palettes for statistical graphics. Programming of Graphics in R, Ludwig-Maximilians-Universität, München, Deutschland, 04.07.. (Details)
  Hornik, Kurt, Buchta, Christian, Schauerhuber, Michael, Meyer, David, Zeileis, Achim. 2007. Open-source machine learning: R meets Weka. GfKI 2007, Freiburg, Deutschland, 07.03.-09.03.. (Details)
  Hornik, Kurt. 2007. 200 More Miles. First R/Rmetrics User and Developer Workshop, Meielisalp, Thuner See, Schweiz, 08.07.-12.07. (Details)
  Hornik, Kurt, Böhm, Walter. 2007. Hard and Soft Euclidean Consensus Partitions. The 31st Annual Conference of the German Classification Society on Data Analysis, Machine Learning, and Applications, Freiburg i. Br., Deutschland, 07.03.-09.03. (Details)
  Feinerer, Ingo, Hornik, Kurt. 2007. Text Mining of Supreme Administrative Court Jurisdictions. The 31st Annual Conference of the German Classification Society on Data Analysis, Machine Learning, and Applications, Freiburg i.Br., Deutschland, 07.03.-09.03. (Details)
  Hornik, Kurt, Jankowitsch, Rainer, Lingo, Manuel, Pichler, Stefan, Winkler, Gerhard. 2007. Validation of Credit Rating Systems using Multi-Rater Information. 10th Conference of the Swiss Society for Financial Market Research, Zurich, Schweiz, 29.03.- 30.03.. (Details)
2006 Hornik, Kurt, Jankowitsch, Rainer, Lingo, Manuel, Pichler, Stefan, Winkler, Gerhard. 2006. A Latent Variable Approach to Validate Credit Rating Systems. Workshop Kreditrisikomanagement, Obergurgl, Österreich, 17.11.-18.11.. (Details)
  Hornik, Kurt, Jankowitsch, Rainer, Lingo, Manuel, Pichler, Stefan, Winkler, Gerhard. 2006. Benchmarking Credit Rating Systems. Workshop Kreditrisikomanagement, Obergurgl, Österreich, 17.11.-18.11.. (Details)
  Zeileis, Achim, Hothorn, Torsten, Hornik, Kurt. 2006. Model-based Recursive Partitioning. COMPSTAT 2006, Roma, Italien, August 28 - September 1. (Details)
  Hornik, Kurt, Jankowitsch, Rainer, Lingo, Manuel, Pichler, Stefan, Winkler, Gerhard. 2006. Validation of Credit Rating Systems Using Multi-Rater Information. 21st Austrian Working Group on Banking and Finance, Klagenfurt, Österreich, 24.11.-25.11.. (Details)
  Hahsler, Michael, Hornik, Kurt. 2006. An association rule mining infrastructure for the R data analysis toolbox. 30th Annual Conference of the German Classification Society (GfKl 2006), Berlin, Deutschland, March 8-10. (Details)
  Hornik, Kurt, Jankowitsch, Rainer, Lingo, Manuel, Pichler, Stefan, Winkler, Gerhard. 2006. Validation of Credit Rating Systems Using Multi-Rater Information. 15th Annual Meeting of the European Financial Management Association, Madrid, Spanien, 29. Juni 2006. (Details)
  Hornik, Kurt, Jankowitsch, Rainer, Lingo, Manuel, Pichler, Stefan, Winkler, Gerhard. 2006. Validation of Credit Rating Systems Using Multi-Rater Information. 4th Finance Conference of the Portugese Finance Network, Porto, Portugal, 7. August 2006. (Details)
  Zeileis, Achim, Hothorn, Torsten, Hornik, Kurt. 2006. Visualizing Non-Parametric and Parametric Tree Models. 8th ERCIM Workshop on Matrix Computations and Statistics, Salerno, Italien, September 2-3. (Details)
  Hornik, Kurt, Jankowitsch, Rainer, Lingo, Manuel, Pichler, Stefan, Winkler, Gerhard. 2006. Validation of Credit Rating Systems Using Multi-Rater Information. 4th INFINITI Conference on International Finance, Dublin, Irland, 12. Juni 2006. (Details)
  Hornik, Kurt, Jankowitsch, Rainer, Lingo, Manuel, Pichler, Stefan, Winkler, Gerhard. 2006. Validation of Credit Rating Systems Using Multi-Rater Information. International Finance Symposium, Istanbul, Türkei, 26. Mai 2006. (Details)
  Hothorn, Torsten, Hornik, Kurt, Zeileis, Achim. 2006. Unbiased Recursive Partitioning I: A Non-parametric Conditional Inference Framework. GfKl 2006, Berlin, Deutschland, March 8-10. (Details)
  Zeileis, Achim, Hothorn, Torsten, Hornik, Kurt. 2006. Unbiased Recursive Partitioning II: A Parametric Framework Based on Parameter Instability Tests. GfKl 2006, Berlin, Deutschland, March 8-10. (Details)
  Hornik, Kurt, Jankowitsch, Rainer, Lingo, Manuel, Pichler, Stefan, Winkler, Gerhard. 2006. Validation of Credit Rating-Systems Using Multi-Rater Information. Workshop on Credit Risk and Risk Transfer, Wien, Österreich, 25. Jänner 2006. (Details)
  Hornik, Kurt, Jankowitsch, Rainer, Lingo, Manuel, Pichler, Stefan, Winkler, Gerhard. 2006. Validation of Credit Rating Systems Using Multi-Rater Information. EDEN Credit Risk Doctoral Tutorial, Venedig, Italien, 23.09.. (Details)
2005 Karatzoglou, A., Smola, A., Hornik, Kurt, Zeileis, Achim. 2005. kernlab - A kernel methods package. Workshop Ensemble Methods 2005, Max Planck Institut, Tübingen, Deutschland, 04.03.-05.03.2005. (Details)
  Zeileis, Achim, Meyer, David, Hornik, Kurt. 2005. Residual-based Shadings for Visualizing (Conditional) Independence. European Meeting of Statisticians, Oslo, Norwegen, 24.07.-28.07.2005. (Details)
  Hothorn, Torsten, Hornik, Kurt, Zeileis, Achim. 2005. Unbiased recursive partitioning I: A conditional inference framework. Statistical Computing 2005, Schloss Reisensburg, Deutschland, 03.07.-06.07.2005. (Details)
  Zeileis, Achim, Hothorn, Torsten, Hornik, Kurt. 2005. Unbiased recursive partitioning II: A Framework Based on Parameter Instability Tests. Statistical Computing 2005, Schloss Reisensburg, Deutschland, 03.07.-06.07.2005. (Details)
  Reutterer, Thomas, Hahsler, Michael, Hornik, Kurt. 2005. Construction of Consensus Partitions Based on Vector Quantization of Market Basket Data. 29th Annual Conference of the German Classification Society (Gesellschaft für Klassifikation e. V., GfKl), Otto-von-Guericke-University, Magdeburg, Deutschland, 9–11 March. (Details)
  Hahsler, Michael, Reutterer, Thomas, Hornik, Kurt. 2005. Implications of Probabilistic Data Modeling for Mining Associations. 29th Annual Conference of the German Classification Society (Gesellschaft für Klassifikation e. V., GfKl), Otto-von-Guericke-University, Magdeburg, Deutschland, 9–11 March. (Details)
2004 Zeileis, Achim, Hothorn, Torsten, Leisch, F., Hornik, Kurt. 2004. The Design and Analysis of Benchmark Experiments - Part I: Design. Statistical Computing 2004, Schloss Reisensburg, Deutschland, 03.07.-06.07.2004. (Details)
  Hothorn, Torsten, Zeileis, Achim, Leisch, F., Hornik, Kurt. 2004. The Design and Analysis of Benchmark Experiments - Part II: Analysis. Statistical Computing 2004, Schloss Reisensburg, Deutschland, 03.07.-06.07.2004. (Details)
2003 Zeileis, Achim, Meyer, David, Hornik, Kurt. 2003. Visualizing independence using extended association and mosaic plots. Österreichische Statistiktage 2003, Wien, Österreich, 29.10.-31.10.2003. (Details)
  Zeileis, Achim, Meyer, David, Hornik, Kurt. 2003. Visualizing independence using extended association plots. Statistical Computing 2003, Schloss Reisensburg, Deutschland, 01.07.2003. (Details)
  Meyer, D., Leisch, F., Hornik, K.. 2003. Support Vector Machines auf dem Prüfstand. Österreichische Statistiktage 2003, Vienna, Austria, 29.10-31.10.2003 (Details)
  Meyer, D., Leisch, F., Hornik, K.. 2003. The libsvm support vector machine under test. 'Statistical Computing, Reisensburg, Germany, 30.06.2003 (Details)
  Meyer, D., Zeileis, A., Hornik, K.. 2003. Visualizing independence using extended association plots. DSC 2003 - Third International Workshop on Distributed Statistical Computing, Vienna, Austria, 20.03.2003 (Details)
2002 Meyer, D., Buchta, Ch., Karatzoglou, A., Leisch, F., Hornik, K.. 2002. A Simulation Framework for Heterogeneous Agents. 8th International Conference on Computing in Economics and Finance, Aix-En-Provence, France, 27.06-29.06.2002 (Details)
  Meyer, D., Leisch, F., Hothorn, T., Hornik, K.. 2002. StatDataML: An XML format for statistical data. CompStat 2002, Berlin, Germany, 24.08-28.08 (Details)
  Meyer, D., Zeileis, A., Hornik, K.. 2002. Visualisierung kategorieller Daten mit R. Statistische Woche 2002, Vienna, Austria, 23.10-25.10.2002 (Details)
2001 Hornik, K.. 2001. Exact Rank Tests in R. Vortrag bei der Statistischen Woche, Oktober (Details)
  Meyer, D., Leisch, F., Hothorn, T., Hornik, K.. 2001. StatDataML: ein XML-basiertes Format für statistische Daten. Statistische Woche 2001, Vienna, Austria, 16.10-19.10.2001 (Details)

Poster presented at an academic conference or symposium

2017 Hirk, Rainer, Hornik, Kurt, Vana, Laura. 2017. Multivariate ordinal regression models using the R package MultOrd. useR!2017, Brussels, Belgien, 04.07-07.07. (Details)
2016 Hirk, Rainer, Hornik, Kurt, Vana, Laura. 2016. Multivariate analysis of corporate credit ratings. Vienna Congress on Mathematical Finance - VCMF 2016, Vienna, Österreich, 12.09.-14.09. (Details)
2014 Rusch, Thomas, Mair, Patrick, Hornik, Kurt. 2014. Republican Mantras. Insight 2014, Hall in Tirol, Österreich, 20.03.-04.04.. (Details)

Working/discussion paper, preprint

2017 Philipp, Michel, Rusch, Thomas, Hornik, Kurt, Strobl, Carolin. 2017. Measuring the Stability of Results from Supervised Statistical Learning. open access (Details)
  Hirk, Rainer, Hornik, Kurt, Vana, Laura. 2017. Multivariate Ordinal Regression Models: An Analysis of Corporate Credit Ratings. (Details)
  Hirk, Rainer, Hornik, Kurt, Vana, Laura. 2017. Multivariate Ordinal Regression Models: An Analysis of Corporate Credit Ratings. Research Report Series, Institute for Statistics and Mathematics, Report 132. open access (Details)
  Theußl, Stefan, Schwendinger, Florian, Hornik, Kurt. 2017. ROI: The R Optimization Infrastructure Package. (Details)
  Theußl, Stefan, Schwendinger, Florian, Hornik, Kurt. 2017. ROI: The R Optimization Infrastructure Package. (Details)
2016 Rusch, Thomas, Hornik, Kurt, Mair, Patrick. 2016. Assessing and quantifying clusteredness: The OPTICS Cordillera. Discussion Paper Series / Center for Empirical Research Methods, Report 2016/1. WU Vienna University of Economics and Business. open access (Details)
  Zeileis, Achim, Leitner, Christoph, Hornik, Kurt. 2016. Predictive Bookmaker Consensus Model for the UEFA Euro 2016. (Details)
2015 Rusch, Thomas, Mair, Patrick, Hornik, Kurt. 2015. COPS: Cluster Optimized Proximity Scaling. Discussion Paper Series / Center for Empirical Research Methods, Report 2015/1. WU Vienna University of Economics and Business. open access (Details)
2014 Zeileis, Achim, Leitner, Christoph, Hornik, Kurt. 2014. Home Victory for Brazil in the 2014 FIFA World Cup. (Details)
  Mair, Patrick, Hofmann, Eva, Gruber, Kathrin, Hatzinger, Reinhold, Zeileis, Achim, Hornik, Kurt. 2014. Motives for Participation in Open-Source Software Projects: A Survey among R Package Authors. (Details)
2012 Hofmarcher, Paul, Kerbl, Stefan, Grün, Bettina, Sigmund, Michael, Hornik, Kurt. 2012. Model Uncertainty and Aggregated Default Probabilities: New Evidence from Austria. Research Report Series, Institute for Statistics and Mathematics, Report 116. open access (Details)
  Hornik, Kurt, Grün, Bettina. 2012. On Maximum Likelihood Estimation of the Concentration Parameter of von Mises-Fisher Distributions. Research Report Series Institute for Statistics and Mathematics Report 120, Vienna. (Details)
  Zeileis, Achim, Leitner, Christoph, Hornik, Kurt. 2012. History repeating: Spain beatsGermany in the EURO 2012 final. Working Paper 2012-09, Working Papers in Economics and Statistics, Research Platform Empirical and Experimental Economics, Universität Innsbruck, May 2012. (Details)
  Rusch, Thomas, Lee, Ilro, Hornik, Kurt, Jank, Wolfgang, Zeileis, Achim. 2012. Influencing Elections with Statistics: Targeting Voters with Logistic Regression Trees. Research Report Series, Institute for Statistics and Mathematics, Report 117. open access (Details)
2011 Hornik, Kurt, Murdoch, Duncan, Zeileis, Achim. 2011. Who Did What? The Roles of R Package Authors and How to Refer to Them. Research Report Series, Institute for Statistics and Mathematics, Report 114. (Details)
  Hofmarcher, Paul, Crespo Cuaresma, Jesus, Grün, Bettina, Hornik, Kurt. 2011. Fishing Economic Growth Determinants Using Bayesian Elastic Nets. Research Report Series, Institute for Statistics and Mathematics, Report 113. (Details)
  Rusch, Thomas, Hofmarcher, Paul, Hatzinger, Reinhold, Hornik, Kurt. 2011. Modeling Mortality Rates In The WikiLeaks Afghanistan War Logs. Research Report Series, Institute for Statistics and Mathematics, Report 112. (Details)
  Theußl, Stefan, Feinerer, Ingo, Hornik, Kurt. 2011. Distributed Text Mining in R. Research Report Series, Institute for Statistics and Mathematics, Report 107. (Details)
2010 Grün, Bettina, Hofmarcher, Paul, Hornik, Kurt, Leitner, Christoph, Pichler, Stefan. 2010. Deriving Consensus Ratings of the Big Three Rating Agencies. Research Report Series, Institute for Statistics and Mathematics, Report 99. (Details)
  Theußl, Stefan, Reutterer, Thomas, Hornik, Kurt. 2010. How Can we Derive Consensus Among Various Rankings of Marketing Journals?. Research Report Series, Institute for Statistics and Mathematics, Report 104. (Details)
  Theußl, Stefan, Ligges, Uwe, Hornik, Kurt. 2010. Prospects and Challenges in R Package Development. Research Report Series, Institute for Statistics and Mathematics, Report 102. (Details)
  Hofmarcher, Paul, Hornik, Kurt. 2010. First Significant Digits and the Credit Derivative Market During the Financial Crisis. Research Report Series, Institute for Statistics and Mathematics, Report 101. (Details)
  Theußl, Stefan, Ligges, Uwe, Hornik, Kurt. 2010. Prospects and Challenges in R Package Development. (Details)
  Leitner, Christoph, Zeileis, Achim, Hornik, Kurt. 2010. Forecasting the Winner of the FIFA World Cup 2010. Research Report Series, Institute for Statistics and Mathematics, Report 100. (Details)
  Böhm, Walter, Hornik, Kurt. 2010. A Kolmogorov-Smirnov Test for r Samples. Research Report Series, Institute for Statistics and Mathematics, Report 105. (Details)
2009 Bohn, Angela, Feinerer, Ingo, Hornik, Kurt, Mair, Patrick. 2009. An Approach to Incorporate Texts into a Social Network Analysis of Communication Graphs. Research Report Series, Department of Statistics and Mathematics, Report 96. (Details)
  Leitner, Christoph, Zeileis, Achim, Hornik, Kurt. 2009. Is Federer Stronger in a Tournament Without Nadal? An Evaluation of Odds and Seedings for Wimbledon 2009. Research Report Series, Department of Statistics and Mathematics, Report 94. (Details)
  Hahsler, Michael, Hornik, Kurt. 2009. Dissimilarity Plots: A Visual Exploration Tool for Partitional Clustering. Department of Statistics and Mathematics, Research Report Series, Report 89. (Details)
  Leitner, Christoph, Zeileis, Achim, Hornik, Kurt. 2009. Bookmaker Consensus and Agreement for the UEFA ChampionsLeague 2008/09. Research Report Series, Department of Statistics and Mathematics, Report 88. (Details)
  Bohn, Angela, Theußl, Stefan, Feinerer, Ingo, Hornik, Kurt, Mair, Patrick, Walchhofer, Norbert. 2009. Combining Weighted Centrality and Network Clustering. Research Report Series, Department of Statistics and Mathematics, Report 97. (Details)
  de Leeuw, Jan, Hornik, Kurt, Mair, Patrick. 2009. Isotone optimization in R: Pool-adjacent-violators algorithm (PAVA) and active set methods. Department of Statistics, UCLA, Department of Statistics Papers, Report 2009040702. (Details)
  Bohn, Angela, Walchhofer, Norbert, Mair, Patrick, Hornik, Kurt. 2009. Social Network Analysis of Weighted Telecommunications Graphs. Research Report Series, Department of Statistics and Mathematics, Report 84. (Details)
  Bohn, Angela, Theußl, Stefan, Feinerer, Ingo, Hornik, Kurt, Mair, Patrick, Walchhofer, Norbert . 2009. Combining Weighted Centrality and Network Clustering. Research Report Series, Department of Statistics and Mathematics, Report 97. (Details)
  Meyer, David, Hornik, Kurt. 2009. Generalized and Customizable Sets in R. Research Report Series, Department of Statistics and Mathematics, Report 83. (Details)
2008 Hornik, Kurt, Jankowitsch, Rainer, Leitner, Christoph, Lingo, Manuel, Pichler, Stefan, Winkler, Gerhard. 2008. A Latent Variable Approach to Validate Credit Rating Systems. (Details)
  Böhm, Walter, Hornik, Kurt. 2008. On Two-Periodic Random Walks with Boundaries. Research Report Series, Department of Statistics and Mathematics, Report 75. (Details)
  Leitner, Christoph, Zeileis, Achim, Hornik, Kurt. 2008. Predicting the Winner of the EURO 2008 (A Statistical Investigation of Bookmakers Odds). Department of Statistics and Mathematics, Research Report Series, Report 76. (Details)
  Leitner, Christoph, Zeileis, Achim, Hornik, Kurt. 2008. Who is Going to Win the EURO 2008? A Statistical Investigation of Bookmakers Odds. (Details)
2007 Hahsler, Michael, Hornik, Kurt, Buchta, Christian. 2007. Getting Things in Order: An introduction to the R package seriation. Research Report Series: Department of Statistics and Mathematics, Report 58. (Details)
  Hothorn, Torsten, Zeileis, Achim, Hornik, Kurt. 2007. Let's have a party! An open-source toolbox for recursive partytioning. Research Report Series: Department of Statistics and Mathematics, Report 59. (Details)
  Hothorn, Torsten, Hornik, Kurt, van de Wiel, Mark A., Zeileis, Achim. 2007. Implementing a class of permutation tests: The coin package. Wien: Research Report Series, Department of Statistics and Mathematics, Report 55. (Details)
  Schauerhuber, Michael, Zeileis, Achim, Meyer, David, Hornik, Kurt. 2007. Benchmarking open-source tree learners in R/RWeka. Wien: Research Report Series, Department of Statistics and Mathematics, Report 54. (Details)
  Hornik, Kurt, Buchta, Christian, Zeileis, Achim. 2007. Open-Source Machine Learning: R meets Weka. Wien: Research Report Series, Department of Statistics and Mathematics, Report 50. open access (Details)
  Hornik, Kurt, Feinerer, Ingo. 2007. Text Mining of Supreme Administrative Court Jurisdictions. Wien: Research Report Series, Department of Statistics and Mathematics, Report 51. (Details)
  Zeileis, Achim, Murrell, Paul, Hornik, Kurt. 2007. Escaping RGBland: Selecting Colors for Statistical Graphics. Research Report Series: Department of Statistics and Mathematics, Report 61. (Details)
2006 Zeileis, Achim, Hornik, Kurt. 2006. Choosing Color Palettes for Statistical Graphics. Wien: Research Report Series, Department of Statistics and Mathematics, Report 41. (Details)
  Hornik, Kurt, Meyer, David. 2006. Deriving consensus rankings from benchmark experiments. Wien: Research Report Series, Department of Statistics and Mathematics, Report 33. (Details)
  Zeileis, Achim, Hothorn, Torsten, Hornik, Kurt. 2006. Evaluating Model-based Trees in Practice. Wien: Research Report Series, Department of Statistics and Mathematics, Report 32. (Details)
  Hahsler, Michael, Hornik, Kurt. 2006. New probabilistic interest measures for association rules . Wien: Research Report Series, Department of Statistics and Mathematics, Report 38. (Details)
  Hornik, Kurt, Jankowitsch, Rainer, Lingo, Manuel, Pichler, Stefan, Winkler, Gerhard. 2006. Benchmarking Credit Rating Systems. Working Paper, Wirtschaftsuniversität Wien. (Details)
  Hahsler, Michael, Hornik, Kurt. 2006. New probabilistic interest measures for association rules. Report 38, Research Report Series, Department of Statistics and Mathematics, Wirtschaftsuniversität Wien, Augasse 2-6, 1090 Wien, Austria. (Details)
  Hahsler, Michael, Hornik, Kurt. 2006. TSP - Infrastructure for the Traveling Salesperson Problem. Wien: Research Report Series, Department of Statistics and Mathematics, Report 45. (Details)
2005 Zeileis, Achim, Meyer, David, Hornik, Kurt. 2005. Residual-based Shadings for Visualizing (Conditional) Independence. Research Report Series: Department of Statistics and Mathematics, Report 20. (Details)
  Hornik, K.. 2005. A CLUE for CLUster Ensembles. Research Report Series, Department of Statistics and Mathematics, Report 17 (Details)
  Hahsler, M., Grün, B., Hornik, K.. 2005. A computational environment for mining association rules and frequent item sets. Research Report Series, Department of Statistics and Mathematics, Report 15 (Details)
  Hothorn, T., Hornik, K., van de Wiel, M. A., Zeileis A.. 2005. A Lego System for Conditional Inference. Research Report Series, Department of Statistics and Mathematics, Report 25 (Details)
  Hahsler, M., Hornik, K., Reutterer, T.. 2005. Implications of Probabilistic Data Modeling for Rule Mining. Research Report Series No. 14, Department of Statistics and Mathematics. Wirtschaftuniversität Wien (Details)
  Hahsler, M. , Hornik, K., Reutterer T.. 2005. Implications of probabilistic data modeling for rule mining. Research Report Series, Department of Statistics and Mathematics, Report 14 (Details)
  Zeileis A., Hothorn T., Hornik K.. 2005. Model-based recursive partitioning. Research Report Series, Department of Statistics and Mathematics, Report 19 (Details)
  Karatzoglou, A., Meyer, D., Hornik, K.. 2005. Support Vector Machines in R. Research Report Series, Department of Statistics and Mathematics, Report 21 (Details)
  Meyer, D., Zeileis, A., Hornik, K.. 2005. The Strucplot Framework: Visualizing Multi-way Contingency Tables with vcd. Research Report Series, Department of Statistics and Mathematics, Report 22 (Details)
  Hornik, K., Jankowitsch, R., Lingo, M., Pichler, S., Winkler, G.. 2005. Validation of Credit Rating Systems Using Multi-Rater Information. Working Paper, Wirtschaftsuniversität Wien (Details)
2004 Karatzoglou, A., Smola, A., Hornik, K., Zeileis, A.. 2004. kernlab-An S4 package for kernel methods in R. Research Report Series, Department of Statistics and Mathematics, Report 9 (Details)
  Hothorn, T., Hornik, K, Zeileis, A.. 2004. Unbiased recursive partitioning: A conditional inference framework. Research Report Series, Department of Statistics and Mathematics, Report 8 (Details)
2003 Zeileis, A., Hornik, K.. 2003. Generalized M-fluctuation tests for parameter instability. SFB Adaptive Information Systems and Modelling in Economics and Management Science, Report 80 (Details)
  Hothorn, T., Leisch, F., Zeileis, A., Hornik, K.. 2003. The design and analysis of benchmark experiments.. SFB Adaptive Information Systems and Modelling in Economics and Management Science, Report 82 (Details)
2002 Meyer, D., Leisch, F., Hornik, K.. 2002. Benchmarking support vector machines. SFB Adaptive Information Systems and Modeling in Economics and Management Science, Report 78 (Details)
  Zeileis, A., Leisch, F., Kleiber, C., Hornik, K.. 2002. Monitoring structural change in dynamic econometric models. SFB Adaptive Information Systems and Modelling in Economics and Management Science, Report 64 (Details)
  Meyer, D., Leisch, F., Hothorn, T., Hornik, K.. 2002. StatDataML: An XML based format for statistical data. SFB Adaptive Information Systems and Modeling in Economics and Management Science, Report 75 (Details)
2001 Rossini, A.J., Mächler, M., Hornik, K., Heiberger, R.M., Sparapani R.. 2001. Emacs Speaks Statistics: A Universal Interface for Statistical Analysis. Department of Biostatistics, University of Washington, Technical Report 164 (Details)
  Zeileis, A., Leisch, F., Hornik, K., Kleiber, C.. 2001. strucchange: An R Package for Testing for Structural Change in Linear Regression Models. SFB Adaptive Information Systems and Modeling in Economics and Management Science, Report 55 (Details)

Research report, expert opinion

2002 Meyer, D., Karatzoglou, A., Buchta, Ch., Leisch, F., Hornik, K.. 2002. A simulation environment for heterogeneous agents. SFB Adaptive Information Systems and Modeling in Economics and Management Science, Report 74 (Details)
2001 Meyer, D., Karatzoglou, A., Buchta, C., Leisch, F., Hornik, K.. 2001. Running Agent-Based Simulations. Working Paper SFB Adaptive Information Systems and Modeling in Economics and Management Science, Report 80 (Details)

Textbook

2014 Hatzinger, Reinhold, Hornik, Kurt, Nagel, Herbert, Maier, Marco. 2014. R: Einführung durch angewandte Statistik. 2. Auflage. München: Pearson Studium. (Details)

eJournal article

2008 Hahsler, Michael, Hornik, Kurt, Buchta, Christian. 2008. Getting things in order: An introduction to the R package seriation. Journal of Statistical Software 25 (3): 1-34. http://www.jstatsoft.org/v25/i03. (Details)
2007 Hahsler, Michael, Hornik, Kurt. 2007. TSP - Infrastructure for the traveling salesperson problem. Journal of Statistical Software 23 (2): 1-21. http://www.jstatsoft.org/v23/i02. (Details)

Magazine/newspaper article

2006 Hahsler, Michael, Hornik, Kurt, Reutterer, Thomas. 2006. Warenkorbanalyse mit Hilfe des R-Erweiterungspakets arules. Alumini-News, Zeitschrift des Alumni-Club der Wirtschaftsuniversität Wien, 01.07. (Details)

Software

2017 Hirk, Rainer, Hornik, Kurt, Vana, Laura. 2017. mvord: An R Package for Fitting Multivariate Ordinal Regression Models. (Details)
  Rusch, Thomas, Mair, Patrick, Hornik, Kurt. 2017. cordillera: Calculation of the OPTICS Cordillera. (Details)
2016 Hornik, Kurt, Meyer, David, Schwendinger, Florian, Theußl, Stefan. 2016. ROI: R Optimization Infrastructure. (Details)

Projects

2015
Stochastic Filtering and Corporate and Sovereign Credit Risk (2015-2020) (Details)
2013
DecarboNet (2013-2016) (Details)
2012
uComp (Embedded Human Computation for Knowledge Extraction and Evaluation) (2012-2015) (Details)
2011
Dynamic Integration and Visualization of Information from Multiple Evidence Sources (2011-2013) (Details)
2010
Modeling Market Implied Ratings (2010-2012) (Details)
2008
Language Technologies for Lifelong Learning (2008-2011) (Details)
2007
WWTF-Science Chair for Mathematics and Finance (2007-2012) (Details)
Modelling the rating process and rating validation (2007-2009) (Details)
2006
Validation of Rating Systems (2006-2007) (Details)
2004
A computational environment for mining association rules and frequent item sets in R (2004-2008) (Details)
2001
DSC 2001 -- Distributed Statistical Computing (2001-2001) (Details)
1997
Adaptive information systems and modelling in economics and management science (1997-2002) (Details)
Adaptive modelling in economics and management science (1997-2003) (Details)