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

• 2007

  Deriving consensus rankings from benchmarking experiments

  Hornik, K. & Meyer, D., 1 Nov 2007, Advances in Data Analysis, Proceedings of the 30th Annual Conference of the Gesellschaft für Klassifikation e.V.. R. Decker and H.-J. Lenz (ed.). Freie Universität Berlin, 8.-10. März 2006: Springer, p. 173 - 180

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

• Escaping RGBland: Selecting Colors for Statistical Graphics

  Zeileis, A., Hornik, K. & Murrell, P., 2007, November 2007 ed., Vienna: Department of Statistics and Mathematics, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 61).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  735 Downloads (Pure)

• Generalized M-fluctuation tests for parameter instability

  Zeileis, A. & Hornik, K., 1 Nov 2007, In: Statistica Neerlandica. 61, 3, p. 488 - 508

  Publication: Scientific journal › Journal article › peer-review

• Getting Things in Order: An introduction to the R package seriation

  Hahsler, M., Hornik, K. & Buchta, C., 1 Oct 2007, Research Report Series.

  Publication: Working/Discussion Paper › WU Working Paper

• Getting Things in Order: An Introduction to the R package seriation

  Hahsler, M., Hornik, K. & Buchta, C., 2007, August 2007 ed., Vienna: Department of Statistics and Mathematics, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 58).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  111 Downloads (Pure)

• Implementing a class of permutation tests: The coin package

  Hothorn, T., Hornik, K., van de Wiel, M. A. & Zeileis, A., Jul 2007, Vienna: Department of Statistics and Mathematics, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 55).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  188 Downloads (Pure)

• Let's Have a party! An Open-Source Toolbox for Recursive Partytioning

  Hothorn, T., Zeileis, A. & Hornik, K., 2007, September 2007 ed., Vienna: Department of Statistics and Mathematics, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 59).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  24 Downloads (Pure)

• New Probabilistic Interest Measures for Association Rules

  Hahsler, M. & Hornik, K., 1 Oct 2007, In: Intelligent Data Analysis. 11, 5, p. 437 - 455

  Publication: Scientific journal › Journal article › peer-review

• Open-Source Machine Learning: R meets Weka

  Hornik, K., Buchta, C. & Zeileis, A., 1 Apr 2007, Wien, (Research Report Series / Department of Statistics and Mathematics; No. 50).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  431 Downloads (Pure)

• Residual-based shadings for visualizing (conditional) independence.

  Zeileis, A., Meyer, D. & Hornik, K., 1 Nov 2007, In: Journal of Computational and Graphical Statistics. 16, 3, p. 507 - 525

  Publication: Scientific journal › Journal article › peer-review

• Text Mining of Supreme Administrative Court Jurisdictions

  Feinerer, I. & Hornik, K., 2007, March 2007 ed., Vienna: Department of Statistics and Mathematics, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 51).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  61 Downloads (Pure)

• TSP - Infrastructure for the Traveling Salesperson Problem

  Hahsler, M. & Hornik, K., 1 Nov 2007, In: Journal of Statistical Software. 23, 2, p. 1 - 21

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  318 Downloads (Pure)

• Validation of credit rating systems using multi-rater information

  Hornik, K., Jankowitsch, R., Lingo, M., Pichler, S. & Winkler, G., 1 Nov 2007, In: Journal of Credit Risk. 3, 4, p. 1 - 27

  Publication: Scientific journal › Journal article › peer-review

• 2006

  A GABRB3 promoter haplotype associated with childhood absence epilepsy impairs transcriptional activity

  Urak, L., Fahti, N., Feucht, M., Hornik, K. & Fuchs, K., 1 Nov 2006, In: Human Molecular Genetics. 15, 16, p. 2533 - 2541

  Publication: Scientific journal › Journal article › peer-review

• A Lego System for Conditional Inference

  Hothorn, T., Hornik, K., van de Wiel, M. A. & Zeileis, A., 1 Dec 2006, In: American Statistician. 60, 3, p. 257 - 263

  Publication: Scientific journal › Journal article

• Association of bipolar disorder chromosome 3q29: Preliminary results

  Schosser, A., Fuchs, K., Scharl, T., Friedrich, L., Kindler, J., Mossaheb, N., Bailer, U., Kasper, S., Sieghart, W., Hornik, K. & Aschauer, H. N., 1 Apr 2006, American Journal of Medical Genetics (Part B). 141B (7) (ed.). p. 749

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

• Benchmarking Credit Rating Systems. Working Paper, Wirtschaftsuniversität Wien

  Hornik, K., Jankowitsch, R., Lingo, M., Pichler, S. & Winkler, G., 1 Sept 2006.

  Publication: Working/Discussion Paper › Working Paper/Preprint

• Choosing Color Palettes for Statistical Graphics

  Zeileis, A. & Hornik, K., 2006, October 2006 ed., Vienna: Department of Statistics and Mathematics, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 41).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  198 Downloads (Pure)

• Deriving consensus rankings from benchmark experiments

  Hornik, K. & Meyer, D., 1 Oct 2006, Wien.

  Publication: Working/Discussion Paper › Working Paper/Preprint

• Deriving Consensus Rankings from Benchmarking Experiments

  Hornik, K. & Meyer, D., 2006, May 2006 ed., Vienna: Department of Statistics and Mathematics, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 33).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  62 Downloads (Pure)

• Evaluating Model-based Trees in Practice

  Zeileis, A., Hothorn, T. & Hornik, K., 2006, April 2006 ed., Wien: Department of Statistics and Mathematics, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 32).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  41 Downloads (Pure)

• Ghrelin gene polymorphisms Arg51GIn and Leu72Met in eating disorders: An association study

  Kindler, J., Bailer, U., De Zwaan, M., Fuchs, K., Leisch, F., Strnad, A., Lennkh-Wolfsberg, C., El-Giamal, N., Kasper, S., Sieghart, W., Hornik, K. & Aschauer, H. N., 1 Apr 2006, American Journal of Medical Genetics (Part B). 141B (7) (ed.). p. 771

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

• Implications of probabilistic data modeling for mining association rules

  Hahsler, M., Hornik, K. & Reutterer, T., 1 Jul 2006, From Data and Information Analysis to Knowledge Engineering : Studies in Classification, Data Analysis, and Knowledge Organization. M. Spiliopoulou, R. Kruse, C. Borgelt, A. Nürnberger, and W. Gaul (ed.). Berlin: Springer, p. 598 - 605

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

• New probabilistic interest measures for association rules

  Hahsler, M. & Hornik, K., 2006, Wien: Department of Statistics and Mathematics, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 38).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  35 Downloads (Pure)

• Support vector machines in R

  Karatzoglou, A., Meyer, D. & Hornik, K., 1 Oct 2006, In: Journal of Statistical Software. 15, 9, p. 1 - 28

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  379 Downloads (Pure)

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

  Meyer, D., Zeileis, A. & Hornik, K., 1 Oct 2006, In: Journal of Statistical Software. 17, 3, p. 1 - 48

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  224 Downloads (Pure)

• TSP - Infrastructure for the Traveling Salesperson Problem

  Hahsler, M. & Hornik, K., 1 Apr 2006, Wien.

  Publication: Working/Discussion Paper › WU Working Paper

• TSP - Infrastructure for the Traveling Salesperson Problem

  Hahsler, M. & Hornik, K., 2006, December 2006 ed., Vienna: Department of Statistics and Mathematics, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 45).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  167 Downloads (Pure)

• Unbiased Recursive Partitioning: A Conditional Inference Framework

  Hothorn, T., Hornik, K. & Zeileis, A., 1 Oct 2006, In: Journal of Computational and Graphical Statistics. 15, 3, p. 651 - 674

  Publication: Scientific journal › Journal article › peer-review

• Warenkorbanalyse mit Hilfe der Statistik-Software R

  Hahsler, M., Hornik, K. & Reutterer, T., 1 Nov 2006, Innovationen in Marketing und Handel. Schnedlitz, Peter, Buber, Renate, Reutterer, Thomas, Schuh, Arnold, Teller, Christoph (ed.). Wien: Linde Verlag, p. 144 - 163

  Publication: Chapter in book/Conference proceeding › Chapter in edited volume

• Warenkorbanalyse mit Hilfe des R-Erweiterungspakets arules

  Hahsler, M., Hornik, K. & Reutterer, T., 1 Jul 2006, Alumini-News, Zeitschrift des Alumni-Club der Wirtschaftsuniversität Wien.

  Publication: Popular science articles (i.e. magazines) › Popular science article

• 2005

  A CLUE for CLUster ensembles

  Hornik, K., 2005, May 2005 ed., Vienna: Institut für Statistik und Mathematik, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 17).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  81 Downloads (Pure)

• A CLUE for CLUster Ensembles

  Hornik, K., 2005, In: Journal of Statistical Software. 14, 12, p. 1 - 25

  Publication: Scientific journal › Journal article › peer-review
  7 Downloads (Pure)

• A CLUE for CLUster Ensembles

  Hornik, K., 2005.

  Publication: Working/Discussion Paper › Working Paper/Preprint

• A computational environment for mining association rules and frequent item sets

  Hahsler, M., Grün, B. & Hornik, K., 2005, April 2005 ed., Vienna: Institut für Statistik und Mathematik, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 15).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  122 Downloads (Pure)

• Additional support for linkage of bipolar disorder to chromosome 3q29

  Hornik, K., 2005, In: World Journal of Biological Psychiatry.

  Publication: Scientific journal › Journal article

• A Lego System for Conditional Inference

  Hornik, K. & Zeileis, A., 2005.

  Publication: Working/Discussion Paper › Working Paper/Preprint

• A Lego System for Conditional Inference

  Hothorn, T., Hornik, K., Wiel, M. A. V. D. & Zeileis, A., 2005, December 2005 ed., Vienna: Department of Statistics and Mathematics, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 25).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  146 Downloads (Pure)

• arules - A computational environment for mining association rules and frequent item sets

  Hahsler, M., Grün, B. & Hornik, K., 2005, In: Journal of Statistical Software. 14, 15, p. 1 - 25

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  293 Downloads (Pure)

• Cluster ensembles

  Hornik, K., 2005, Classification - The Ubiquitous Challenge, Hrsg. Weihs, C., Gaul W., 65-72. Heidelberg: Springer-Verlag 2005.

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

• Ensemble methods for cluster analysis

  Hornik, K., 2005, Springer-Verlag 2005.

  Publication: Chapter in book/Conference proceeding › Chapter in edited volume

• Implications of Probabilistic Data Modeling for Rule Mining

  Hahsler, M., Hornik, K. & Reutterer, T., 2005, March 2005 ed., Vienna: Institut für Statistik und Mathematik, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 14).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  43 Downloads (Pure)

• Model-based recursive partitioning

  Zeileis, A., Hothorn, T. & Hornik, K., 2005, August 2005 ed., Vienna: Institut für Statistik und Mathematik, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 19).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  138 Downloads (Pure)

• Monitoring structural change in dynamic econometric models

  Zeileis, A. & Hornik, K., 2005, In: Journal of Applied Econometrics.

  Publication: Scientific journal › Journal article › peer-review

• No association of clock gene T3111C polymorphism and affective disorders

  Hornik, K., 2005, In: European Neuropsychopharmacology.

  Publication: Scientific journal › Journal article › peer-review

• Open and extensible software for data analysis in management science

  Hornik, K., 2005, Springer-Verlag 2005.

  Publication: Chapter in book/Conference proceeding › Chapter in edited volume

• Residual-based shadings for visualizing (conditional) independence

  Zeileis, A., Meyer, D. & Hornik, K., 2005, August 2005 ed., Vienna: Department of Statistics and Mathematics, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 20).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  43 Downloads (Pure)

• Support Vector Machines in R

  Hornik, K., 2005.

  Publication: Working/Discussion Paper › WU Working Paper

• Support Vector Machines in R

  Karatzoglou, A., Meyer, D. & Hornik, K., 2005, October 2005 ed., Vienna: Department of Statistics and Mathematics, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 21).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  348 Downloads (Pure)

• The design and analysis of benchmark experiments

  Zeileis, A. & Hornik, K., 2005, In: Journal of Computational and Graphical Statistics.

  Publication: Scientific journal › Journal article › peer-review