Kurt Hornik

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Univ.Prof. Dr. Kurt Hornik

Univ.Prof. Dipl.-Ing.Dr.techn.

 https://orcid.org/0000-0003-4198-9911
1997 …2024

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  • 2010

    A new SNA centrality measure quantifying the distance to the nearest center

    Bohn, A., Theußl, S., Feinerer, I., Hornik, K., Mair, P. & Walchhofer, N., 1 Sept 2010, 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. Hermann Locarek-Junge and Claus Weihs (ed.). Berlin - Heidelberg - New York: Springer, p. 579 - 586

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

  • Dynamic Population Segmentation in Online Market Monitoring

    Walchhofer, N., Fröschl, K., Hronsky, M. & Hornik, K., 1 Sept 2010, 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. Hermann Locarek-Junge, Claus Weihs (ed.). Berlin-Heidelberg-New York: Springer, p. 609 - 617

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

  • 2009

    Forecasting the winner of the UEFA champions league 2008/09.

    Leitner, C., Zeileis, A. & Hornik, K., 1 Jun 2009, Proceedings of the 2nd International Conference on Mathematics in Sport - IMA Sport 2009. Ruud Koning, Phil Scarf (ed.). Groningen: The Institute of Mathematics and its Applications

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

  • Journal Ratings and Their Consensus Ranking

    Theußl, S. & Hornik, K., 1 Nov 2009, Operations Research Proceedings 2009 (Selected Papers of the Annual International Conference of the German Operations Research Society/GOR). Berhard Fleischmann, Karl Heinz Borgwardt, Robert Klein, Axel Tuma (ed.). Berlin Heidelberg: Springer, p. 401 - 406

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

  • Nonparametric Distribution Analysis for Text Mining

    Karatzoglou, A., Feinerer, I. & Hornik, K., 2009, 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. Andreas Fink, Berthold Lausen, Wilfried Seidel and Alfred Ultsch (ed.). Berlin - Heidelberg: Springer, p. 295 - 305

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

  • 2008

    Benchmarking Open-source Tree Learners in R/RWeka

    Schauerhuber, M., Zeileis, A., Meyer, D. & Hornik, K., 1 Aug 2008, 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. Christine Preisach, Hans Burkhardt, Lars Schmidt-Thieme and Reinhold Decker (ed.). Albert-Ludwigs-Universität Freiburg: Springer, p. 389 - 396

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

  • Hard and Soft Euclidean Consensus Partitions

    Hornik, K. & Böhm, W., 1 Aug 2008, 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. Christine Preisach, Hans Burghardt, Lars Schmidt-Thieme and Reinhold Decker (ed.). Albert-Ludwigs-Universität Freiburg: Springer, p. 147 - 154

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

  • Text Mining of Supreme Administrative Court Jurisdictions

    Feinerer, I. & Hornik, K., 1 Aug 2008, 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. Christine Preisach, Hans Burghardt, Lars Schmidt-Thieme and Reinhold Decker (ed.). Albert-Ludwigs-Universität Freiburg: Springer, p. 569 - 576

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

  • 2007

    Building on the arules infrastructure for analyzing transaction data with R

    Hahsler, M. & Hornik, K., 1 Dec 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.). Berlin: Springer, p. 449 - 456

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

  • 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

  • 2006

    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

  • 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

  • 2005

    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

  • 2004

    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

  • 2003

    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

  • 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

  • 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

  • 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

  • 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

  • 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

    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. 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

  • Detecting regions of interest in fMRI: An application on exploratory-based data analysis

    Hornik, K., 2002, Proceedings of the 2002 IEEE World Congress on Computational Intelligence (WCCI 2002), volume 2 (FUZZ-IEEE), Hrsg. Fogel, D., 1488-1492 2002.

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

  • Exact nonparametric inferenc

    Hornik, K., 2002, COMPSTAT 2002 - Proceedings in Computational Statistics, Hrsg. Härdle, W., Rönz, B., 355-360. Heidelberg: Physika Verlag 2002.

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

  • StatDataML: An XML format for statistical data

    Meyer, D. & Hornik, K., 2002, Compstat 2002 - Proceedings in Computational Statistics, Hrsg. Härdle, W., Rönz, B., 545-550. Heidelberg: Physika Verlag 2002.

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

  • Tools and strategies for managing software library repositories

    Hornik, K., 2002, Proceedings of the 2002 Joint Statistical Meetings, Hrsg. Americal Statistical Association, 1490-1493 2002.

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

  • 2001

    Voting-Merging: An Ensemble Method for Clustering

    Hornik, K., 2001, Artificial Neural Networks - ICANN 2001. Dorfner, G., Bischof, H. & Hornik, K. (eds.). Wien: Springer, p. 217-224 (Lecture Notes in Computer Science; No. 2130).

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