Univ.Prof. Dr. Kurt Hornik

Publications

Research output per year 1997 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2014 2024

• 146 Journal article
• 75 WU Working Paper
• 30 Contribution to conference proceedings
• 15 Working Paper/Preprint
• 35 More
  • 10 Chapter in edited volume
  • 8 Conference paper
  • 4 Edited book (editorship)
  • 4 Conference poster
  • 3 Software
  • 2 Book (monograph)
  • 2 Research report, expert opinion
  • 1 Textbook
  • 1 Popular science article

Research output per year

Research output per year

Search results

• 2005

  The Strucplot Framework: Visualizing Multi-way Contingency Tables with vcd

  Meyer, D., Zeileis, A. & Hornik, K., 2005, November 2005 ed., Vienna: Department of Statistics and Mathematics, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 22).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  158 Downloads (Pure)

• Validation of Credit Rating Systems Using Multi-Rater Information

  Hornik, K., Jankowitsch, R., Lingo, M., Pichler, S. & Winkler, G., 2005.

  Publication: Working/Discussion Paper › Working Paper/Preprint

• 2004

  Additional support for schizophrenia and bipolar disorder linkage to chromosome 3q29

  Hornik, K., 2004, In: American Journal of Medical Genetics (Part B).

  Publication: Scientific journal › Journal article › peer-review

• An XML format for statistical data

  Meyer, D. & Hornik, K., 2004, In: Computational Statistics.

  Publication: Scientific journal › Journal article › peer-review

• A quantitative comparison of functional MRI cluster analysis

  Hornik, K., 2004, In: Artificial Intelligence in Medicine.

  Publication: Scientific journal › Journal article

• Association Study of Gilled de la Tourette Syndrom with Variants of the IL-10 Receptor (Abstract)

  Hornik, K., 2004, In: American Journal of Medical Genetics (Part B).

  Publication: Scientific journal › Journal article › peer-review

• Association study of Gilled de la Tourette syndrom with variants of the IL-10 receptor 1

  Hornik, K., 2004, In: American Journal of Medical Genetics (Part B).

  Publication: Scientific journal › Journal article › peer-review

• Efficacy of fluvoxamine in preventing relapse in alcohol dependence: A one-year, double blind, placebo-controlled multicenter study with analysis by typology

  Hornik, K., 2004, In: Drug and Alcohol Dependence.

  Publication: Scientific journal › Journal article

• Emacs speaks statistics: A multi-platform, multi-package development environment for statistical analysis

  Hornik, K., 2004, In: Journal of Computational and Graphical Statistics.

  Publication: Scientific journal › Journal article › peer-review

• Examining chromosome 3q29 in schizophrenia and bipolar affective disorder families

  Hornik, K., 2004, In: European Archives of Psychiatry and Clinical Neuroscience.

  Publication: Scientific journal › Journal article

• Guided self-therapy versus cognitive behavioral group therapy in the treatment of bulimia nervosa

  Hornik, K., 2004, In: International Journal of Eating Disorders.

  Publication: Scientific journal › Journal article

• IL-10 receptor 1: Association study in bipolar affective disorder

  Hornik, K., 2004, In: International Journal of Neuropsychopharmacology.

  Publication: Scientific journal › Journal article

• kernlab - An S4 package for kernel methods in R

  Karatzoglou, A., Smola, A., Hornik, K. & Zeileis, A., 2004, August 2004 ed., Vienna: Institut für Statistik und Mathematik, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 9).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  62 Downloads (Pure)

• kernlab - An S4 package for kernel methods in R

  Karatzoglou, A., Hornik, K., Smola, A. & Zeileis, A., 2004, In: Journal of Statistical Software. 11, 9

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  319 Downloads (Pure)

• Life after death: Posttraumatic stress disorder in survivors of cardiac arrest-prevalence, associated factors, and the influence of sedation and analgesia

  Hornik, K., 2004, In: Critical Care Medicine.

  Publication: Scientific journal › Journal article

• Possible association of schizophrenia with variants of the IL-10 receptor 1

  Hornik, K., 2004, In: European Psychiatry.

  Publication: Scientific journal › Journal article

• Possible linkage of schizophrenia and bipolar affective disorder to chromosome 3q29: A follow-up

  Hornik, K., 2004, In: Journal of Psychiatric Research.

  Publication: Scientific journal › Journal article

• R: The next generation

  Hornik, K., 2004, COMPSTAT 2004 - Proceedings in Computational Statistics, Hrsg. Antoch, J., 235-249. Heidelberg: Physika Verlag 2004.

  Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

• R Version 2.0.0

  Hornik, K., 2004, In: Computational Statistics.

  Publication: Scientific journal › Journal article › peer-review

• Schizophrenia and bipolar affective disorder possibly linked to chromosome 3q29

  Hornik, K., 2004, In: European Neuropsychopharmacology.

  Publication: Scientific journal › Journal article › peer-review

• Serotonin transporter promoter gene polymorphic region (5-HTTLPR) and personality in female patients with seasonal affective disorder and in healthy controls

  Hornik, K., 2004, In: European Neuropsychopharmacology.

  Publication: Scientific journal › Journal article › peer-review

• The effectiveness of bibliotherapy - cognitive-behavioral self-help - in patients with partially remitted depression

  Hornik, K., 2004, In: European Psychiatry.

  Publication: Scientific journal › Journal article

• Unbiased recursive partitioning: A conditional inference framework

  Hothorn, T., Hornik, K. & Zeileis, A., 2004, July 2004 ed., Vienna: Institut für Statistik und Mathematik, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 8).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  435 Downloads (Pure)
• 2003

  A cluster ensembles framework

  Hornik, K., 2003, In: [Bitte Fachzeitschrift nachtragen.].

  Publication: Scientific journal › Journal article

• Application of the neural gas algorithm in fMRI analysis

  Hornik, K., 2003, Proceedings of the 20th Annual Meeting of the European Society for Magnetic Resonance in Medicine and Biology, Hrsg. ESMRMB, 16 (Abstract) 2003.

  Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

• A robust subspace algorithm for principal component analysis

  Hornik, K., 2003, In: International Journal of Neural Systems.

  Publication: Scientific journal › Journal article

• A simulation framework for heterogeneous agents

  Meyer, D., Buchta, C. & Hornik, K., 2003, In: Computational Economics.

  Publication: Scientific journal › Journal article › peer-review

• Bibliotherapie - Kognitive Therapie in Buchform als Selbsthilfe bei Patienten mit teilremittierter Depression

  Hornik, K., 2003, In: Journal für Neurologie.

  Publication: Scientific journal › Journal article

• Bibliotherapy - cognitive-behavioral self-help in patients with partially remitted depression

  Hornik, K., 2003, In: International Journal of Psychiatry in Clinical Practice.

  Publication: Scientific journal › Journal article

• Chromosome 3q29: Follow-up linkage analysis in schizophrenia and bipolar disorder

  Hornik, K., 2003, In: European Neuropsychopharmacology.

  Publication: Scientific journal › Journal article

• Comparison of clustering methods in fMRI analysis by ranking association coefficients

  Hornik, K., 2003, Proceedings of the 20th Annual Meeting of the European Society for Magnetic Resonance in Medicine and Biology, Hrsg. ESMRMB, 1817 (Abstract) 2003.

  Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

• Ensemble clustering of fMRI data

  Hornik, K., 2003, Proceedings of the 20th Annual Meeting of the European Society for Magnetic Resonance in Medicine and Biology, Hrsg. ESMRMB, 171 (Abstract) 2003.

  Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

• Generalized M-Fluctuation Tests for Parameter Instability

  Zeileis, A. & Hornik, K., 2003, June 2003 ed., Vienna: SFB Adaptive Information Systems and Modelling in Economics and Management Science, WU Vienna University of Economics and Business, (Report Series SFB "Adaptive Information Systems and Modelling in Economics and Management Science"; No. 80).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  118 Downloads (Pure)

• kernlab - A kernel methods package

  Zeileis, A. & Hornik, K., 2003, Proceedings of the 3rd International Workshop on Distributed Statistical Computing, Hrsg. Hornik, K., Leisch, F., Zeileis A.,Technische Universität Wien, Vienna, Austria 2003.

  Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

• Modelling the effects of the Austrian inpatient reimbursement system on length-of-stay distributions

  Zeileis, A. & Hornik, K., 2003, In: OR Spectrum.

  Publication: Scientific journal › Journal article › peer-review

• Proceedings of the 3rd International Workshop on Distributed Statistical Computing

  Hornik, K. & Zeileis, A., 2003

  Publication: Book/Editorship/Report › Edited book (editorship)

• Quality assurance for graphics

  Hornik, K., 2003, Proceedings of the 3rd International Workshop on Distributed Statistical Computing, Hrsg. Hornik, K., Leisch, F., Zeileis, A., Wien 2003.

  Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

• Schizophrenia and bipolar disorder: Possible linkage to chromosome 3q29

  Hornik, K., 2003, In: American Journal of Medical Genetics.

  Publication: Scientific journal › Journal article

• Serotonin transporter promotor gene polymorphic region (5-HTTLPR) and personality in female patients with seasonal affective disorder and healthy controls

  Hornik, K., 2003, In: European Neuropsychopharmacology.

  Publication: Scientific journal › Journal article

• Testing and Dating of Structural Changes in Practice

  Zeileis, A., Kleiber, C., Krämer, W. & Hornik, K., 2003, In: Computational Statistics and Data Analysis. 44, 1-2, p. 109 - 123

  Publication: Scientific journal › Journal article › peer-review

• The design and analysis of benchmark experiments

  Hothorn, T., Leisch, F., Zeileis, A. & Hornik, K., 2003, November 2003 ed., Vienna: SFB Adaptive Information Systems and Modelling in Economics and Management Science, WU Vienna University of Economics and Business, (Report Series SFB "Adaptive Information Systems and Modelling in Economics and Management Science"; No. 82).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  30 Downloads (Pure)

• The influence of design factors and fMRI analysis methods assessed by ANOVA

  Hornik, K., 2003, Proceedings of the 20th Annual Meeting of the European Society for Magnetic Resonance in Medicine and Biology, Hrsg. ESMRMB, 200 (Abstract) 2003.

  Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

• The support vector machine under test

  Hornik, K., Meyer, D. & Leisch, F., 2003, In: Neurocomputing. 55, 1-2, p. 169-186

  Publication: Scientific journal › Journal article › peer-review

• Visualizing independence using extended association plots

  Meyer, D., Zeileis, A. & Hornik, K., 2003, Proceedings of the 3rd International Workshop on Distributed Statistical Computing, Hrsg: Hornik,K., Leisch,F., Zeileis, A.: Vienna, Austria 2003.

  Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

• 2002

  A combination scheme for fuzzy clustering

  Hornik, K., Dimitriadou, E. & Weingessel, A., 2002, In: International Journal of Pattern Recognition and Artificial Intelligence.

  Publication: Scientific journal › Journal article

• A combination scheme for fuzzy clustering

  Dimitriadou, E., Weingessel, A. & Hornik, K., 2002, Advances in Soft Computing,, Hrsg. Pal, N. R., Sugeno M.: 2002 AFSS International Conference on Fuzzy Systems. Calcutta, India, February 3-6, 2002. Proceedings. Pal, N. R. & Sugeno, M. (eds.). Heidelberg: Springer, p. 332-338 (Lecture Notes in Computer Science, Vol. 2275).

  Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

• A Mixed Ensemble Approach for the Semi-Supervised Problem

  Dimitriadou, E., Weingessel, A. & Hornik, K., 2002, November 2002 ed., Vienna: SFB Adaptive Information Systems and Modelling in Economics and Management Science, WU Vienna University of Economics and Business, (Report Series SFB "Adaptive Information Systems and Modelling in Economics and Management Science"; No. 77).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  87 Downloads (Pure)

• A mixed ensemble approach for the semi-supervised problem. In José R. Dorronsoro

  Hornik, K., 2002, 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 2002.

  Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

• An explorative concept for classifying activation in multi-echo fMRI data

  Hornik, K., 2002, Proceedings of the 19th Annual Meeting of the European Society for Magnetic Resonance in Medicine and Biology, Hrsg. ESMRMB, 163. 2002.

  Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

• A simulation environment for heterogeneous agents

  Meyer, D., Buchta, C. & Hornik, K., 2002

  Publication: Book/Editorship/Report › Research report, expert opinion