Wissenschaftliche Artikel

Schwendinger, F., Vana, L., & Hornik, K. (2024). Readability prediction: How many features are necessary? Annals of Applied Statistics, 18(2), 1010–1034. https://doi.org/10.1214/23-AOAS1820 ( reposiTUm)
Vana, L., & Hornik, K. (2023). Dynamic modelling of corporate credit ratings and defaults. Statistical Modelling, 23(4), 357–375. https://doi.org/10.1177/1471082X211057610 ( reposiTUm)
Hirk, R., Vana, L., & Hornik, K. (2022). A corporate credit rating model with autoregressive errors. Journal of Empirical Finance. https://doi.org/10.1016/j.jempfin.2022.09.002 ( reposiTUm)
Hornik, K., Mair, P., Rauch, J., Geiger, W., Buchta, C., & Feinerer, I. (2013). The textcat package for n-gram based text categorization in R. Journal of Statistical Software, 52(6), 1–17. http://hdl.handle.net/20.500.12708/155579 ( reposiTUm)
Theußl, S., Feinerer, I., & Hornik, K. (2012). A tm Plug-In for Distributed Text Mining in R. Journal of Statistical Software, 51(5), 1–31. http://hdl.handle.net/20.500.12708/164399 ( reposiTUm)
Hornik, K., Feinerer, I., Kober, M., & Buchta, C. (2012). Spherical k-Means Clustering. Journal of Statistical Software, 50(10), 1–22. http://hdl.handle.net/20.500.12708/164398 ( reposiTUm)
Bohn, A., Feinerer, I., Hornik, K., & Mair, P. (2011). Content-based social network analysis of mailing lists. R Journal, 3(1), 11–18. http://hdl.handle.net/20.500.12708/162199 ( reposiTUm)
Feinerer, I., Hornik, K., & Meyer, D. (2008). Text Mining Infrastructure in R. Journal of Statistical Software, 25(5), 54. http://hdl.handle.net/20.500.12708/170772 ( reposiTUm)
Schosser, A., Fuchs, K., Scharl, T., Leisch, F., Bailer, U., Kasper, S., Sieghart, W., Hornik, K., & Aschauer, H. N. (2007). Additional support for linkage of schizophrenia and bipolar disorder to chromosome 3q29. European Neuropsychopharmacology, 17, 501–505. http://hdl.handle.net/20.500.12708/168688 ( reposiTUm)
Karatzoglou, A., Meyer, D., & Hornik, K. (2006). Support Vector Machines in R. Journal of Statistical Software, 15, 9, 1–28. http://hdl.handle.net/20.500.12708/172093 ( reposiTUm)
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. http://hdl.handle.net/20.500.12708/171898 ( reposiTUm)
Schosser, A., Fuchs, K., Leisch, F., Bailer, U., Kasper, S., Sieghart, W., Hornik, K., & Aschauer, H. N. (2005). Additional support for possible schizophrenia linkage to chromosome 3q29. American Journal of Medical Genetics - Neuropsychiatric Genetics, 138B(1), 135–136. http://hdl.handle.net/20.500.12708/171901 ( reposiTUm)
Hahsler, M., Grün, B., & Hornik, K. (2005). arules - A Computational Environment for Mining Association Rules and Frequent Item Sets. Journal of Statistical Software, 14, ISSUE 15, 25. http://hdl.handle.net/20.500.12708/171971 ( reposiTUm)
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, 51–55. http://hdl.handle.net/20.500.12708/171896 ( reposiTUm)
Zeileis, A., Leisch, F., Kleiber, C., & Hornik, K. (2005). Monitoring structural change in dynamic econometric models. Journal of Applied Econometrics, 20, 99–121. http://hdl.handle.net/20.500.12708/171899 ( reposiTUm)
Schosser, A., Fuchs, E., Leisch, F., Bailer, U., Kasper, S., Sieghart, W., Hornik, K., & Aschauer, H. N. (2005). Chromosome 3q29: Possible Schizophrenia Susceptibility Region. European Psychiatry, 20, 68–69. http://hdl.handle.net/20.500.12708/171900 ( reposiTUm)
Schlögelhofer, M., Wiesegger, G., Bailer, U., 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(Suppl. 1), 213. http://hdl.handle.net/20.500.12708/174512 ( reposiTUm)
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). Bibliotherapy: A cognitive-behavioral self-help treatment for depression. World Psychiatry, 3(SUPPL. 1), 266. http://hdl.handle.net/20.500.12708/174527 ( reposiTUm)
Chick, J., Aschauer, H. N., & Hornik, K. (2004). Efficacy of fluvoxamine in preventing relapse in alcohol dependence: a one-year, double blind, placebo-controlled multicentre study with analysis by topology. Drug and Alcohol Dependence, 74(1), 61–70. http://hdl.handle.net/20.500.12708/174476 ( reposiTUm)
Dimitriadou, E., Barth, M., Windischberger, C., Hornik, K., & Moser, E. (2004). A quantitative comparison of functional MRI cluster analysis. Artificial Intelligence in Medicine, 31, 57–71. http://hdl.handle.net/20.500.12708/174475 ( reposiTUm)
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. http://hdl.handle.net/20.500.12708/174470 ( reposiTUm)

Beiträge in Tagungsbänden

Bohn, A., Theußl, S., Feinerer, I., Hornik, K., Mair, P., & Walchhofer, N. (2010). A New SNA Centrality Measure Quantifying the Distance to the Nearest Center. In H. Locarek-Junge & C. Weihs (Eds.), Studies in Classification, Data Analysis, and Knowledge Organization (pp. 579–586). Springer. https://doi.org/10.1007/978-3-642-10745-0_63 ( reposiTUm)
Karatzoglou, A., Feinerer, I., & Hornik, K. (2009). Nonparametric Distribution Analysis for Text Mining. In Advances in Data Analysis, Data Handling and Business Intelligence (pp. 295–305). Springer. https://doi.org/10.1007/978-3-642-01044-6_27 ( reposiTUm)
Feinerer, I., & Hornik, K. (2008). Text Mining of Supreme Administrative Court Jurisdictions. In Data Analysis, Machine Learning and Applications (pp. 569–576). Springer. https://doi.org/10.1007/978-3-540-78246-9_67 ( reposiTUm)
Kindler, J., Schosser, A., Aschauer, H. N., Schlögelhofer, M., Leisch, F., Hornik, K., & Gasche, C. (2005). IL-10 Receptor 1: Association study im Major Depression. In XIII World Congress on Psychiatric Genetics 2005 (pp. 17–18). John Wiley & Sons. http://hdl.handle.net/20.500.12708/40578 ( reposiTUm)
Dimitriadou, E., Weingessel, A., & Hornik, K. (2003). A cluster ensembles framework. In Design and Application of Hybrid Intelligent Systems (pp. 528–533). IOS Press. http://hdl.handle.net/20.500.12708/40541 ( reposiTUm)

Beiträge in Büchern

Hornik, K., & Leisch, F. (2005). Open and Extensible Software for Data Analysis in Management Science. In A. Taudes (Ed.), Adaptive Information Systems and Modelling in Economics and Management Science (pp. 269–276). Springer. http://hdl.handle.net/20.500.12708/25085 ( reposiTUm)
Hornik, K., & Leisch, F. (2005). Ensemble Methods for Cluster Analysis. In A. Taudes (Ed.), Adaptive Information Systems and Modelling in Economics and Management Science (pp. 261–268). Springer. http://hdl.handle.net/20.500.12708/25088 ( reposiTUm)

Tagungsbände

Hornik, K., Leisch, F., & Zeileis, A. (Eds.). (2003). Proceedings of the 3rd International Workshop on Distributed Statistical Computing. Technische Universität Wien, Institut f. Statistik u. Wahrscheinlichkeitstheorie. http://hdl.handle.net/20.500.12708/22149 ( reposiTUm)

Präsentationen

Hornik, K. (2002). Emacs Speaks Statistics. Österreichische Statistiktage 2002, Wien, Austria. http://hdl.handle.net/20.500.12708/116193 ( reposiTUm)

Berichte

Hahsler, M., Grün, B., & Hornik, K. (2005). A computational environment for mining association rules and frequent item sets. http://hdl.handle.net/20.500.12708/31702 ( reposiTUm)
Zeileis, A., & Hornik, K. (2003). Generalized M-fluctuation tests for parameter instability. Report 80, SFB. http://hdl.handle.net/20.500.12708/31593 ( reposiTUm)
Hothorn, T., Leisch, F., Zeileis, A., & Hornik, K. (2003). The Design and Analysis of Benchmark Experiments (No. 82). SFB Adaptive Information Systems and Modelling in Economics and Management Science, WU Vienna University of Economics and Business. http://hdl.handle.net/20.500.12708/31633 ( reposiTUm)
Zeileis, A., Kleiber, C., Krämer, W., & Hornik, K. (2002). Testing and Dating of Structural Changes in Practice. http://hdl.handle.net/20.500.12708/31549 ( reposiTUm)
Zeileis, A., Leisch, F., Kleiber, C., & Hornik, K. (2002). Monitoring structural change in dynamic econometric models, Report 64, SFB Adaptive Information Systems and Modeling in Economics and Management Science. http://hdl.handle.net/20.500.12708/31560 ( reposiTUm)
Meyer, D., Leisch, F., & Hornik, K. (2002). Benchmarking support vector machines. Report 78, SFB "Adaptive Information Systems and Modeling in Economics and Management Science. http://hdl.handle.net/20.500.12708/31584 ( reposiTUm)
Meyer, D., Karatzoglou, A., Buchta, C., Leisch, F., & Hornik, K. (2002). A simulation environment for heterogeneous agents, Report 74, SFB. http://hdl.handle.net/20.500.12708/31559 ( reposiTUm)
Meyer, D., Leisch, F., Hothorn, T., & Hornik, K. (2002). StatDataML: An XML format for statistical data. Report 75, SFB "Adaptive Information Systems and Modeling in Economics and Management Science. http://hdl.handle.net/20.500.12708/31585 ( reposiTUm)