Kurt Hornik: Publications

Here is a list of my publications.

[1] Thomas Rusch, Kurt Hornik, and Patrick Mair. Assessing and quantifying clusteredness: The OPTICS cordillera. Journal of Computational and Graphical Statistics, 2017. Forthcoming. [ bib | DOI ]
[2] Laura Vana, Paul Hofmarcher, Bettina Grün, and Kurt Hornik. Identifying key factors in accounting-based models of credit risk based on a predictive model averaging approach. Advances in Quantitative Analysis of Finance and Accounting, 2017. Accepted for publication. [ bib ]
[3] Rainer Hirk, Kurt Hornik, and Laura Vana. Multivariate ordinal regression models: An analysis of corporate credit ratings. Report 132, Institute for Statistics and Mathematics, WU Wirtschaftsuniversität Wien, Research Report Series, January 2017. [ bib | http ]
[4] Michel Philipp, Thomas Rusch, Kurt Hornik, and Carolin Strobl. Measuring the stability of results from supervised statistical learning. Research Report Series / Department of Statistics and Mathematics 131, WU Vienna University of Economics and Business, Vienna, January 2017. [ bib | http ]
[5] Marius Hofert and Kurt Hornik. How we R on Android. Linux Journal, 6:90--121, 2016. [ bib ]
[6] Achim Zeileis, Christoph Leitner, and Kurt Hornik. Predictive bookmaker consensus model for the UEFA Euro 2016. Working Paper 2016-15, Working Papers in Economics and Statistics, Research Platform Empirical and Experimental Economics, Universität Innsbruck, May 2016. [ bib | http ]
[7] Thomas Reutterer, Kurt Hornik, Nicolas March, and Kathrin Gruber. A data mining framework for targeted category promotions. Journal of Business Economics, 2016. [ bib | DOI ]
[8] Thomas Rusch, Kurt Hornik, and Patrick Mair. Assessing and quantifying clusteredness: The OPTICS cordillera. Paper 2016/1, Discussion Paper Series, Center for Empirical Research Methods, WU (Vienna University of Economics and Business), January 2016. [ bib | http ]
[9] Laura Vana, Ronald Hochreiter, and Kurt Hornik. Computing a journal meta-ranking using paired comparisons and adaptive LASSO estimators. Scientometrics, 106(1):229--251, 2015. [ bib | DOI ]
[10] Patrick Mair, Hofmann, Kathrin Gruber, Reinhold Hatzinger, Achim Zeileis, and Kurt Hornik. 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 of the United States of America, 112(48):14788--14792, 2015. [ bib | DOI ]
[11] Thomas Rusch, Patrick Mair, and Kurt Hornik. COPS: Cluster optimized proximity scaling. Paper 2015/1, Discussion Paper Series, Center for Empirical Research Methods, WU (Vienna University of Economics and Business), February 2015. [ bib | http ]
[12] Paul Hofmarcher, Jesús Crespo Cuaresma, Bettina Grün, and Kurt Hornik. Last night a shrinkage saved my life: Economic growth, model uncertainty and correlated regressors. Journal of Forecasting, 34:133--144, 2015. [ bib | DOI ]
[13] Patrick Mair, Thomas Rusch, and Kurt Hornik. The Grand Old Party --- a party of values? SpringerPlus, 3:697, 2014. [ bib | DOI ]
[14] Kurt Hornik and Bettina Grün. On maximum likelihood estimation of the concentration parameter of von Mises-Fisher distributions. Computational Statistics, 29(5):945--957, 2014. [ bib | DOI ]
[15] Kurt Hornik and Bettina Grün. movMF: An R package for fitting mixtures of von Mises-Fisher distributions. Journal of Statistical Software, 58(10):1--31, 2014. [ bib | DOI | http ]
[16] Achim Zeileis, Christoph Leitner, and Kurt Hornik. Home victory for Brazil in the 2014 FIFA World Cup. Working Paper 2014-17, Working Papers in Economics and Statistics, Research Platform Empirical and Experimental Economics, Universität Innsbruck, May 2014. [ bib | http ]
[17] Patrick Mair, Eva Hofmann, Kathrin Gruber, Reinhold Hatzinger, Achim Zeileis, and Kurt Hornik. Motives for participation in open-source software projects: A survey among R package authors. Report 126, Institute for Statistics and Mathematics, WU Wirtschaftsuniversität Wien, Research Report Series, April 2014. [ bib | http ]
[18] Stefan Theußl, Thomas Reutterer, and Kurt Hornik. How to derive consensus among various marketing journal rankings. Journal of Business Research, 67(5):998 -- 1006, 2014. [ bib | DOI | http ]
[19] Thomas Rusch, Patrick Mair, and Kurt Hornik. Republican mantras. In Insight 2014 -- wissenschaftliche Daten in aesthetischer Illustration, volume 3 of UMIT-Lecture Notes in Biomedical Computer Science and Mechatronics, pages 45--46. UMIT, Hall in Tirol, Austria, 2014. [ bib ]
[20] Martin Ponweiser, Bettina Grün, and Kurt Hornik. Finding scientific topics revisited. In Maurizio Carpita, Eugenio Brentari, and El Mostafa Qannari, editors, Advances in Latent Variables: Methods, Models and Applications, Studies in Theoretical and Applied Statistics, pages 1--8. Springer Berlin Heidelberg, 2014. [ bib | DOI ]
[21] Kurt Hornik and Bettina Grün. On standard conjugate families for natural exponential families with bounded natural parameter space. Journal of Multivariate Analysis, 126:14--24, April 2014. [ bib | DOI ]
[22] Paul Hofmarcher, Stefan Kerbl, Bettina Grün, Michael Sigmund, and Kurt Hornik. Model uncertainty and aggregated default probabilities: New evidence from Austria. Applied Economics, 46(8):871--879, 2014. [ bib | DOI ]
[23] Walter Böhm and Kurt Hornik. Generating random correlation matrices by the simple rejection method: Why it does not work. Statistics and Probability Letters, 87:27--30, 2014. [ bib | DOI | http ]
[24] Angela Bohn, Christian Buchta, Kurt Hornik, and Patrick Mair. Making friends and communicating on Facebook: Implications for social capital. Social Networks, 37(0):29--41, 2014. [ bib | DOI | http ]
[25] Paul Hofmarcher, Bettina Grün, Kurt Hornik, and Patrick Mair. Determining the similarity between US cities using a gravity model for search engine query data. In Berthold Lausen, Dirk Van den Poel, and Alfred Ultsch, editors, Algorithms from and for Nature and Life -- Studies in Classification, Data Analysis, and Knowledge Organization, pages 243--250. Springer, 2013. [ bib ]
[26] Kurt Hornik and Bettina Grün. Amos-type bounds for modified Bessel function ratios. Journal of Mathematical Analysis and Applications, 408(1):91--101, December 2013. [ bib | DOI ]
[27] Thomas Rusch, Ilro Lee, Kurt Hornik, Wolfgang Jank, and Achim Zeileis. Influencing elections with statistics: Targeting voters with logistic regression trees. The Annals of Applied Statistics, 7(3):1612--1639, 2013. [ bib | DOI ]
[28] Kurt Hornik, Patrick Mair, Johannes Rauch, Wilhelm Geiger, Christian Buchta, and Ingo Feinerer. The textcat package for n-gram based text categorization in R. Journal of Statistical Software, 52(6):1--17, 2013. [ bib | DOI | http ]
[29] Paul Hofmarcher and Kurt Hornik. First significant digits and the credit derivative market during the financial crisis. Contemporary Economics, 7(2):21--29, 2013. [ bib | DOI ]
[30] Thomas Rusch, Paul Hofmarcher, Reinhold Hatzinger, and Kurt Hornik. 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, 2013. [ bib | DOI ]
[31] Bettina Grün, Paul Hofmarcher, Kurt Hornik, Christoph Leitner, and Stefan Pichler. Deriving consensus ratings of the big three rating agencies. Journal of Credit Risk, 9(1):75--98, 2013. [ bib | DOI ]
[32] Kurt Hornik and Bettina Grün. On conjugate families and Jeffreys priors for von Mises-Fisher distributions. Journal of Statistical Planning and Inference, 143(5):992--999, May 2013. [ bib | DOI ]
[33] Stefan Theußl, Ingo Feinerer, and Kurt Hornik. A tm plug-in for distributed text mining in R. Journal of Statistical Software, 51(5):1--31, 2012. [ bib | DOI | http ]
[34] Kurt Hornik and Bettina Grün. On maximum likelihood estimation of the concentration parameter of von Mises-Fisher distributions. Report 120, Research Report Series, Institute for Statistics and Mathematics, Wirtschaftsuniversität Wien, October 2012. [ bib | http ]
[35] Kurt Hornik, Ingo Feinerer, Martin Kober, and Christian Buchta. Spherical k-means clustering. Journal of Statistical Software, 50(10):1--22, 2012. [ bib | DOI | http ]
[36] Achim Zeileis, Christoph Leitner, and Kurt Hornik. History repeating: Spain beats Germany 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. [ bib | http ]
[37] Kurt Hornik, Duncan Murdoch, and Achim Zeileis. Who did what? the roles of R package authors and how to refer to them. The R Journal, 4(1):64--69, June 2012. [ bib | .pdf ]
[38] Bettina Grün and Kurt Hornik. 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, March 2012. [ bib | DOI ]
[39] Thomas Rusch, Ilro Lee, Kurt Hornik, Wolfgang Jank, and Achim Zeileis. Influencing elections with statistics: Targeting voters with logistic regression trees. Report 117, Research Report Series, Institute for Statistics and Mathematics, Wirtschaftsuniversität Wien, March 2012. [ bib | http ]
[40] Kurt Hornik. The Comprehensive R Archive Network. Wiley Interdisciplinary Reviews: Computational Statistics, 4(4):394--398, 2012. [ bib | DOI ]
[41] Walter Böhm and Kurt Hornik. A Kolmogorov-Smirnov test for r samples. Fundamenta Informaticae, 117(1--4):103--125, 2012. [ bib | DOI ]
[42] Kurt Hornik. Are there too many R packages? Austrian Journal of Statistics, 41(1):59--66, 2012. [ bib | DOI ]
[43] Paul Hofmarcher, Stefan Kerbl, Bettina Grün, Michael Sigmund, and Kurt Hornik. Model uncertainty and aggregated default probabilities: New evidence from Austria. Report 116, Research Report Series, Institute for Statistics and Mathematics, Wirtschaftsuniversität Wien, December 2011. [ bib | http ]
[44] Kurt Hornik and Duncan Murdoch. Watch your spelling! The R Journal, 3(2):22--28, December 2011. [ bib | .pdf ]
[45] Kurt Hornik, Duncan Murdoch, and Achim Zeileis. Who did what? the roles of R package authors and how to refer to them. Report 114, Research Report Series, Institute for Statistics and Mathematics, Wirtschaftsuniversität Wien, November 2011. [ bib | http ]
[46] Paul Hofmarcher, Jesús Crespo Cuaresma, Bettina Grün, and Kurt Hornik. Fishing economic growth determinants using Bayesian elastic nets. Report 113, Research Report Series, Institute for Statistics and Mathematics, Wirtschaftsuniversität Wien, September 2011. [ bib | http ]
[47] Thomas Rusch, Paul Hofmarcher, Reinhold Hatzinger, and Kurt Hornik. Modeling mortality rates in the WikiLeaks Afghanistan war logs. Report 112, Research Report Series, Institute for Statistics and Mathematics, Wirtschaftsuniversität Wien, September 2011. [ bib | http ]
[48] Paul Hofmarcher, Stefan Theußl, and Kurt Hornik. Do media sentiments reflect economic indices? Chinese Business Review, 10(7):487--492, 2011. [ bib ]
[49] Angela Bohn, Ingo Feinerer, Kurt Hornik, and Patrick Mair. Content-based SNA of mailing lists. The R Journal, 3(1):11--18, June 2011. [ bib | .pdf ]
[50] Michael Hahsler and Kurt Hornik. Dissimilarity plots: A visual exploration tool for partitional clustering. Journal of Computational and Graphical Statistics, 10(2):335--354, June 2011. [ bib | DOI ]
[51] Michael Hahsler, Sudheer Chelluboina, Kurt Hornik, and Christian Buchta. The arules R-package ecosystem: Analyzing interesting patterns from large transaction datasets. Journal of Machine Learning Research, 12:2021--2025, 2011. [ bib | .pdf ]
[52] Bettina Grün and Kurt Hornik. topicmodels: An R package for fitting topic models. Journal of Statistical Software, 40(13):1--30, 2011. [ bib | DOI | http ]
[53] Stefan Theußl, Ingo Feinerer, and Kurt Hornik. Distributed text mining in R. Report 107, Research Report Series, Institute for Statistics and Mathematics, Wirtschaftsuniversität Wien, March 2011. [ bib | http ]
[54] Christoph Leitner, Achim Zeileis, and Kurt Hornik. Bookmaker consensus and agreement for the UEFA Champions League 2008/09. IMA Journal of Management Mathematics, 22(2):183--194, 2011. [ bib | DOI | .pdf ]
[55] Walter Böhm and Kurt Hornik. A Kolmogorov-Smirnov test for r samples. Report 105, Research Report Series, Institute for Statistics and Mathematics, Wirtschaftsuniversität Wien, 2010. [ bib | http ]
[56] Stefan Theußl, Thomas Reutterer, and Kurt Hornik. How can we derive consensus among various rankings of marketing journals? Report 104, Research Report Series, Institute for Statistics and Mathematics, Wirtschaftsuniversität Wien, October 2010. [ bib | http ]
[57] Stefan Theußl, Uwe Ligges, and Kurt Hornik. Prospects and challenges in R package development. Report 102, Research Report Series, Institute for Statistics and Mathematics, Wirtschaftsuniversität Wien, July 2010. [ bib | http ]
[58] Paul Hofmarcher and Kurt Hornik. First significant digits and the credit derivative market during the financial crisis. Report 101, Research Report Series, Institute for Statistics and Mathematics, Wirtschaftsuniversität Wien, June 2010. [ bib | http ]
[59] Stefan Theußl, Uwe Ligges, and Kurt Hornik. Prospects and challenges in R package development. Computational Statistics, 26(3):395--404, 2010. [ bib | DOI | http ]
[60] Christoph Leitner, Achim Zeileis, and Kurt Hornik. Forecasting the winner of the FIFA World Cup 2010. Report 100, Research Report Series, Institute for Statistics and Mathematics, Wirtschaftsuniversität Wien, June 2010. [ bib | http ]
[61] Bettina Grün, Paul Hofmarcher, Kurt Hornik, Christoph Leitner, and Stefan Pichler. Deriving consensus ratings of the big three rating agencies. Report 99, Research Report Series, Institute for Statistics and Mathematics, Wirtschaftsuniversität Wien, March 2010. [ bib | http ]
[62] Christoph Leitner, Achim Zeileis, and Kurt Hornik. Forecasting sports tournaments by ratings of (prob)abilities: A comparison for the EURO 2008. International Journal of Forecasting, 26(3):471--481, 2010. [ bib | DOI | .pdf ]
[63] Kurt Hornik, Rainer Jankowitsch, Christoph Leitner, Manuel Lingo, Stefan Pichler, and Gerhard Winkler. A latent variable approach to validate credit rating systems. In Daniel Rösch and Harald Scheule, editors, Model Risk in Financial Crises, pages 277--296. Risk Books, London, 2010. [ bib ]
[64] Kurt Hornik, Rainer Jankowitsch, Manuel Lingo, Stefan Pichler, and Gerhard Winkler. Determinants of heterogeneity in european credit ratings. Financial Markets and Portfolio Management, 24(3):271--287, 2010. [ bib | DOI ]
[65] Angela Bohn, Stefan Theußl, Ingo Feinerer, Kurt Hornik, Patrick Mair, and Norbert Walchhofer. 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, pages 579--586, Springer, Berlin-Heidelberg-New York, 2010. [ bib ]
[66] Norbert Walchhofer, Karl Anton Froeschl, Milan Hronsky, and Kurt Hornik. 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, pages 609--617. Springer, Berlin-Heidelberg-New York, 2010. [ bib ]
[67] Walter Böhm and Kurt Hornik. On two-periodic random walks with boundaries. Stochastic Models, 26:165--194, 2010. [ bib | DOI ]
[68] Christoph Leitner, Achim Zeileis, and Kurt Hornik. 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, 2009. [ bib | DOI | .pdf ]
[69] Angela Bohn, Stefan Theußl, Ingo Feinerer, Kurt Hornik, Patrick Mair, and Norbert Walchhofer. Combining weighted centrality and network clustering. Report 97, Research Report Series, Department of Statistics and Mathematics, Wirtschaftsuniversität Wien, December 2009. [ bib | http ]
[70] Angela Bohn, Ingo Feinerer, Kurt Hornik, and Patrick Mair. An approach to incorporate texts into a social network analysis of communication graphs. Report 96, Research Report Series, Department of Statistics and Mathematics, Wirtschaftsuniversität Wien, December 2009. [ bib | http ]
[71] Christoph Leitner, Achim Zeileis, and Kurt Hornik. Is Federer stronger in a tournament without Nadal? an evaluation of odds and seedings for Wimbledon 2009. Report 94, Research Report Series, Department of Statistics and Mathematics, Wirtschaftsuniversität Wien, Welthandelsplatz 1, 1020 Wien, Austria, November 2009. [ bib | http ]
[72] Jan de Leeuw, Kurt Hornik, and Patrick Mair. Isotone optimization in R: Pool-adjacent-violators algorithm (PAVA) and active set methods. Journal of Statistical Software, 32(5):1--24, 9 2009. [ bib | DOI | http ]
[73] Alexandros Karatzoglou, Ingo Feinerer, and Kurt Hornik. 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., Helmut-Schmidt-Universität / Universität der Bundeswehr Hamburg, July 16--18, 2008), Studies in Classification, Data Analysis, and Knowledge Organization, pages 295--305. Springer-Verlag, 2009. [ bib | DOI | http ]
[74] Michael Hahsler and Kurt Hornik. Dissimilarity plots: A visual exploration tool for partitional clustering. Report 89, Research Report Series, Department of Statistics and Mathematics, Wirtschaftsuniversität Wien, Welthandelsplatz 1, 1020 Wien, Austria, September 2009. [ bib | http ]
[75] Christoph Leitner, Achim Zeileis, and Kurt Hornik. Bookmaker consensus and agreement for the UEFA Champions League 2008/09. Report 88, Research Report Series, Department of Statistics and Mathematics, Wirtschaftsuniversität Wien, August 2009. [ bib | http ]
[76] David Meyer and Kurt Hornik. Generalized and customizable sets in R. Journal of Statistical Software, 31(2):1--27, 6 2009. [ bib | DOI | http ]
[77] Kurt Hornik, Christian Buchta, and Achim Zeileis. Open-source machine learning: R meets Weka. Computational Statistics, 24(2):225--232, 2009. [ bib | DOI | .pdf ]
[78] Achim Zeileis, Kurt Hornik, and Paul Murrell. Escaping RGBland: Selecting colors for statistical graphics. Computational Statistics & Data Analysis, 53:3259--3270, 2009. [ bib | DOI ]
[79] Christoph Leitner, Achim Zeileis, and Kurt Hornik. Forecasting the winner of the UEFA champions league 2008/09. In Phil Scarf, editor, Proceedings of the 2nd International Conference on Mathematics in Sport --- IMA Sport 2009, 2009. [ bib ]
[80] Jan de Leeuw, Kurt Hornik, and Patrick Mair. Isotone optimization in R: Pool-adjacent-violators algorithm (PAVA) and active set methods. Report 2009040702, Department of Statistics Papers, Department of Statistics, UCLA, 2009. [ bib | http ]
[81] Angela Bohn, Norbert Walchhofer, Patrick Mair, and Kurt Hornik. Social network analysis of weighted telecommunications graphs. Report 84, Research Report Series, Department of Statistics and Mathematics, Wirtschaftsuniversität Wien, March 2009. [ bib | http ]
[82] Stefan Theußl and Kurt Hornik. Journal ratings and their consensus ranking. In Bernhard Fleischmann, Karl Heinz Borgwardt, Robert Klein, and Axel Tuma, editors, Operations Research Proceedings 2009 (Selected Papers of the Annual International Conference of the German Operations Research Society (GOR)), Operations Research Proceedings, pages 401--406. Springer-Verlag, 2009. [ bib ]
[83] Torsten Hothorn, Kurt Hornik, Mark A. van de Wiel, and Achim Zeileis. Implementing a class of permutation tests: The coin package. Journal of Statistical Software, 28(8):1--23, 2008. [ bib | DOI | http ]
[84] Christoph Leitner, Achim Zeileis, and Kurt Hornik. Predicting the winner of the EURO 2008 (a statistical investigation of bookmakers odds). Report 76, Research Report Series, Department of Statistics and Mathematics, Wirtschaftsuniversität Wien, October 2008. [ bib | http ]
[85] Walter Böhm and Kurt Hornik. On two-periodic random walks with boundaries. Report 75, Research Report Series, Department of Statistics and Mathematics, Wirtschaftsuniversität Wien, October 2008. [ bib | http ]
[86] Achim Zeileis, Torsten Hothorn, and Kurt Hornik. Model-based recursive partitioning. Journal of Computational and Graphical Statistics, 17(2):492--514, 2008. [ bib | DOI | .pdf ]
[87] Christoph Leitner, Achim Zeileis, and Kurt Hornik. Who is going to win the EURO 2008? (a statistical investigation of bookmakers odds). Report 65, Research Report Series, Department of Statistics and Mathematics, Wirtschaftsuniversität Wien, May 2008. [ bib | http ]
[88] Kurt Hornik and Walter Böhm. Hard and soft euclidean consensus partitions. In Christine Preisach, Hans Burkhardt, Lars Schmidt-Thieme, and Reinhold Decker, editors, Data Analysis, Machine Learning and Applications (Proceedings of the 31st Annual Conference of the Gesellschaft für Klassifikation e.V., Albert-Ludwigs-Universität Freiburg, March 7--9, 2007), Studies in Classification, Data Analysis, and Knowledge Organization, pages 147--154. Springer-Verlag, 2008. [ bib ]
[89] Michael Schauerhuber, Achim Zeileis, David Meyer, and Kurt Hornik. Benchmarking open-source tree learners in R/RWeka. In Christine Preisach, Hans Burkhardt, Lars Schmidt-Thieme, and Reinhold Decker, editors, Data Analysis, Machine Learning and Applications (Proceedings of the 31st Annual Conference of the Gesellschaft für Klassifikation e.V., Albert-Ludwigs-Universität Freiburg, March 7--9, 2007), Studies in Classification, Data Analysis, and Knowledge Organization, pages 389--396. Springer-Verlag, 2008. [ bib | .pdf ]
[90] Ingo Feinerer and Kurt Hornik. Text mining of supreme administrative court jurisdictions. In Christine Preisach, Hans Burkhardt, Lars Schmidt-Thieme, and Reinhold Decker, editors, Data Analysis, Machine Learning and Applications (Proceedings of the 31st Annual Conference of the Gesellschaft für Klassifikation e.V., Albert-Ludwigs-Universität Freiburg, March 7--9, 2007), Studies in Classification, Data Analysis, and Knowledge Organization, pages 569--576. Springer-Verlag, 2008. [ bib ]
[91] Kurt Hornik, Michael Lang, Marie-Ann Mamut, and Herbert Nagel, editors. Die Rechtsprechungspraxis des VwGH in Abgabensachen. Eine Analyse der Jahre 2000 bis 2004. Linde-Verlag, Wien, 2008. In German. [ bib ]
[92] Ingo Feinerer, Kurt Hornik, and David Meyer. Text mining infrastructure in R. Journal of Statistical Software, 25(5):1--54, 2 2008. [ bib | DOI | http ]
[93] Michael Hahsler, Kurt Hornik, and Christian Buchta. Getting things in order: An introduction to the R package seriation. Journal of Statistical Software, 25(3):1--34, 2 2008. [ bib | DOI | http ]
[94] David Meyer, Achim Zeileis, and Kurt Hornik. Visualizing contingency tables. In Chun-Houh Chen, Wolfang Härdle, and Antony Unwin, editors, Handbook of Data Visualization, Springer Handbooks of Computational Statistics, pages 589--616. Springer-Verlag, New York, 2008. ISBN 978-3-540-33036-3. [ bib ]
[95] Jochen Kindler, Alexandra Schosser, Mara Stamenkovic, Monika Schloegelhofer, Friedrich Leisch, Kurt Hornik, Harald N. Aschauer, and Christoph Gasche. Tourette's syndrome is not associated with interleukin-10 receptor 1 variants on chromosome 11q23. Psychiatry Research, 157:235--239, 2008. [ bib ]
[96] Michael Hahsler, Christian Buchta, and Kurt Hornik. Selective association rule generation. Computational Statistics, 23(2):303--315, 2008. [ bib | DOI | http ]
[97] Werner Zitterl, Martin Aigner, Thomas Stompe, Karin Zitterl-Eglseer, Karin Gutierrez-Lobos, Brigitte Schmidl-Mohl, Thomas Wenzel, Ulrike Demal, Georg Zettinig, Kurt Hornik, and Kenneth Thau. [123i]-β-CIT SPECT imaging shows reduced thalamus-hypothalamus serotonin transporter availability in 24 drug-free obsessive-compulsive checkers. Neuropsychopharmacology, 32(8):661--668, 2007. [ bib | http ]
[98] Michael Hahsler and Kurt Hornik. TSP --- infrastructure for the traveling salesperson problem. Journal of Statistical Software, 23(2):1--21, 2007. [ bib | DOI | http ]
[99] Achim Zeileis, Kurt Hornik, and Paul Murrell. Escaping RGBland: Selecting colors for statistical graphics. Report 61, Research Report Series, Department of Statistics and Mathematics, Wirtschaftsuniversität Wien, November 2007. [ bib | http ]
[100] Kurt Hornik, Rainer Jankowitsch, Manuel Lingo, Stefan Pichler, and Gerhard Winkler. Validation of credit rating systems using multi-rater information. Journal of Credit Risk, 3(4):3--29, 2007. [ bib ]
[101] Torsten Hothorn, Achim Zeileis, and Kurt Hornik. Let's have a party! an open-source toolbox for recursive partytioning. Report 59, Research Report Series, Department of Statistics and Mathematics, Wirtschaftsuniversität Wien, 2007. [ bib | http ]
[102] Michael Hahsler, Kurt Hornik, and Christian Buchta. Getting things in order: An introduction to the R package seriation. Report 58, Research Report Series, Department of Statistics and Mathematics, Wirtschaftsuniversität Wien, Welthandelsplatz 1, 1020 Wien, Austria, August 2007. [ bib | http ]
[103] Torsten Hothorn, Kurt Hornik, Mark A. van de Wiel, and Achim Zeileis. Implementing a class of permutation tests: The coin package. Report 55, Research Report Series, Department of Statistics and Mathematics, Wirtschaftsuniversität Wien, July 2007. [ bib | http ]
[104] Michael Schauerhuber, Achim Zeileis, David Meyer, and Kurt Hornik. Benchmarking open-source tree learners in R/RWeka. Report 54, Research Report Series, Department of Statistics and Mathematics, Wirtschaftsuniversität Wien, May 2007. [ bib | http ]
[105] Achim Zeileis and Kurt Hornik. Generalized M-fluctuation tests for parameter instability. Statistica Neerlandica, 61(4):488--508, 2007. [ bib | DOI | .pdf ]
[106] Thomas Reutterer, Michael Hahsler, and Kurt Hornik. Data Mining und Marketing am Beispiel der explorativen Warenkorbanalyse. Marketing --- Zeitschrift für Forschung und Praxis, 29(3):163--179, 2007. [ bib | http ]
[107] Ingo Feinerer and Kurt Hornik. Text mining of supreme administrative court jurisdictions. Report 51, Research Report Series, Department of Statistics and Mathematics, Wirtschaftsuniversität Wien, March 2007. [ bib | http ]
[108] Kurt Hornik, Christian Buchta, and Achim Zeileis. Open-source machine learning: R meets Weka. Report 50, Research Report Series, Department of Statistics and Mathematics, Wirtschaftsuniversität Wien, Welthandelsplatz 1, 1020 Wien, Austria, March 2007. [ bib | http ]
[109] Alexandra Schosser, Karoline Fuchs, Theresa Scharl, Friedrich Leisch, Ursula Bailer, Siegfried Kasper, Werner Sieghart, Kurt Hornik, and Harald N. Aschauer. Additional support for linkage of schizophrenia and bipolar disorder to chromosome 3q29. European Neuropsychopharmacology, 17(6--7):501--505, 2007. [ bib | http ]
[110] Achim Zeileis, David Meyer, and Kurt Hornik. Residual-based shadings for visualizing (conditional) independence. Journal of Computational and Graphical Statistics, 16(3):507--525, 2007. [ bib | DOI | .pdf ]
[111] Michael Hahsler and Kurt Hornik. New probabilistic interest measures for association rules. Intelligent Data Analysis, 11(5):437--455, 2007. [ bib | http ]
[112] Michael Hahsler and Kurt Hornik. Building on the arules infrastructure for analyzing transaction data with R. In R. Decker and H.-J. Lenz, editors, Advances in Data Analysis (Proceedings of the 30th Annual Conference of the Gesellschaft für Klassifikation e.V., Freie Universität Berlin, March 8--10, 2006, Studies in Classification, Data Analysis, and Knowledge Organization, pages 449--456. Springer-Verlag, 2007. [ bib ]
[113] Kurt Hornik and David Meyer. Deriving consensus rankings from benchmarking experiments. In R. Decker and H.-J. Lenz, editors, Advances in Data Analysis (Proceedings of the 30th Annual Conference of the Gesellschaft für Klassifikation e.V., Freie Universität Berlin, March 8--10, 2006, Studies in Classification, Data Analysis, and Knowledge Organization, pages 173--180. Springer-Verlag, 2007. [ bib ]
[114] Michael Hahsler and Kurt Hornik. TSP --- infrastructure for the traveling salesperson problem. Report 45, Research Report Series, Department of Statistics and Mathematics, Wirtschaftsuniversität Wien, Welthandelsplatz 1, 1020 Wien, Austria, December 2006. [ bib | http ]
[115] Jochen Kindler, Ursula Bailer, Martina De Zwaan, Karoline Fuchs, Friedrich Leisch, Alexandra Strnad, Claudia Lennkh-Wolfsberg, Nadja El-Giamal, Siegfried Kasper, Werner Sieghart, Kurt Hornik, and Harald N. Aschauer. Ghrelin gene polymorphisms Arg51Gln and Leu72Met in eating disorders: An association study. American Journal of Medical Genetics (Part B), 141B(7):771, 2006. Abstract. [ bib ]
[116] Alexandra Schosser, Karoline Fuchs, Theresa Scharl, Friedrich Leisch, Jochen Kindler, Nilufar Mossaheb, Ursula Bailer, Siegfried Kasper, Werner Sieghart, Kurt Hornik, and Harald N. Aschauer. Association of bipolar disorder to chromosome 3q29: Preliminary results. American Journal of Medical Genetics (Part B), 141B(7):749, 2006. Abstract. [ bib ]
[117] Alexandra Schosser, Harald N. Aschauer, D. B. Wildenauer, S. G. Schwab, M. Albus, W. Maier, Monika Schlögelhofer, Friedrich Leisch, Kurt Hornik, S. S. Murray, and Christoph Gasche. Homozygosity of the interleukin-10 receptor 1 G330R allele is associated with schizophrenia. American Journal of Medical Genetics (Part B), 2006. [ bib ]
[118] David Meyer, Achim Zeileis, and Kurt Hornik. The strucplot framework: Visualizing multi-way contingency tables with vcd. Journal of Statistical Software, 17(3):1--48, 2006. [ bib | DOI | http ]
[119] Achim Zeileis and Kurt Hornik. Choosing color palettes for statistical graphics. Report 41, Research Report Series, Department of Statistics and Mathematics, Wirtschaftsuniversität Wien, October 2006. [ bib | http ]
[120] Michael Hahsler, Kurt Hornik, and Thomas Reutterer. Warenkorbanalyse mit Hilfe der Statistik-Software R. In Peter Schnedlitz, Renate Buber, Thomas Reutterer, Arnold Schuh, and Christoph Teller, editors, Innovationen in Marketing, pages 144--163. Linde-Verlag, 2006. In German. [ bib ]
[121] Michael Hahsler and Kurt Hornik. New probabilistic interest measures for association rules. Report 38, Research Report Series, Department of Statistics and Mathematics, Wirtschaftsuniversität Wien, August 2006. [ bib | http ]
[122] Lydia Urak, Martha Feucht, Nahid Fathi, Kurt Hornik, and Karoline Fuchs. A GABRB3 promoter haplotype associated with childhood absence epilepsy impairs transcriptional activity. Human Molecular Genetics, 15(16):2533--2541, 2006. [ bib | http ]
[123] Torsten Hothorn, Kurt Hornik, Mark A. van de Wiel, and Achim Zeileis. A Lego system for conditional inference. The American Statistician, 60:257--263, 2006. [ bib | DOI | .pdf ]
[124] Kurt Hornik and David Meyer. Deriving consensus rankings from benchmark experiments. Report 33, Research Report Series, Department of Statistics and Mathematics, Wirtschaftsuniversität Wien, May 2006. [ bib | http ]
[125] Achim Zeileis, Torsten Hothorn, and Kurt Hornik. Evaluating model-based trees in practice. Report 32, Research Report Series, Department of Statistics and Mathematics, Wirtschaftsuniversität Wien, April 2006. [ bib | http ]
[126] Alexandros Karatzoglou, David Meyer, and Kurt Hornik. Support vector machines in R. Journal of Statistical Software, 15(9), 2006. [ bib | DOI | http ]
[127] Torsten Hothorn, Kurt Hornik, and Achim Zeileis. Unbiased recursive partitioning: A conditional inference framework. Journal of Computational and Graphical Statistics, 15(3):651--674, 2006. [ bib | DOI ]
[128] Torsten Hothorn, Kurt Hornik, Mark A. van de Wiel, and Achim Zeileis. A Lego system for conditional inference. Report 25, Research Report Series, Department of Statistics and Mathematics, Wirschaftsuniversität Wien, Welthandelsplatz 1, 1020 Wien, Austria, December 2005. [ bib | http ]
[129] Jochen Kindler, Alexandra Schosser, Harald N. Aschauer, Monika Schlögelhofer, Friedrich Leisch, Kurt Hornik, and Christoph Gasche. IL-10 receptor 1: Association study in major depression. American Journal of Medical Genetics (Part B), 138B(1):17, 2005. Abstract. [ bib ]
[130] Alexandra Schosser, Karoline Fuchs, Friedrich Leisch, Ursula Bailer, Siegfried Kasper, Werner Sieghart, Kurt Hornik, and Harald N. Aschauer. Additional support for possible schizophrenia linkage to chromosome 3q29. American Journal of Medical Genetics (Part B), 138B(1):135, 2005. Abstract. [ bib ]
[131] David Meyer, Achim Zeileis, and Kurt Hornik. The strucplot framework: Visualizing multi-way contingency tables with vcd. Report 22, Research Report Series, Department of Statistics and Mathematics, Wirschaftsuniversität Wien, Welthandelsplatz 1, 1020 Wien, Austria, November 2005. [ bib | http ]
[132] Alexandros Karatzoglou, David Meyer, and Kurt Hornik. Support vector machines in R. Report 21, Research Report Series, Department of Statistics and Mathematics, Wirschaftsuniversität Wien, Welthandelsplatz 1, 1020 Wien, Austria, October 2005. [ bib | http ]
[133] Michael Hahsler, Bettina Grün, and Kurt Hornik. arules -- A computational environment for mining association rules and frequent item sets. Journal of Statistical Software, 14(15):1--25, October 2005. [ bib | DOI | http ]
[134] Kurt Hornik. A CLUE for CLUster Ensembles. Journal of Statistical Software, 14(12), September 2005. [ bib | DOI | http ]
[135] Achim Zeileis, David Meyer, and Kurt Hornik. Residual-based shadings for visualizing (conditional) independence. Report 20, Research Report Series, Department of Statistics and Mathematics, Wirschaftsuniversität Wien, Welthandelsplatz 1, 1020 Wien, Austria, August 2005. [ bib | http ]
[136] Michael Hahsler, Kurt Hornik, and Thomas Reutterer. Implications of probabilistic data modeling for mining association rules. In From Data and Information Analysis to Knowledge Engineering (Proceedings of the 29th Annual Conference of the Gesellschaft für Klassifikation e.V., University of Magdeburg, March 9--11, 2005), Studies in Classification, Data Analysis, and Knowledge Organization, pages 598--605, Heidelberg, 2006. Springer-Verlag. [ bib ]
[137] Achim Zeileis, Torsten Hothorn, and Kurt Hornik. Model-based recursive partitioning. Report 19, Research Report Series, Department of Statistics and Mathematics, Wirschaftsuniversität Wien, Welthandelsplatz 1, 1020 Wien, Austria, August 2005. [ bib | http ]
[138] Kurt Hornik and Friedrich Leisch. Ensemble methods for cluster analysis. In Alfred Taudes, editor, Adaptive Information Systems and Modelling in Economics and Management Science, volume 5 of Interdisciplinary Studies in Economics and Management, pages 261--268. Springer-Verlag, 2005. ISBN 3-211-20684-1. [ bib ]
[139] Kurt Hornik and Friedrich Leisch. Open and extensible software for data analysis in management science. In Alfred Taudes, editor, Adaptive Information Systems and Modelling in Economics and Management Science, volume 5 of Interdisciplinary Studies in Economics and Management, pages 269--276. Springer-Verlag, 2005. ISBN 3-211-20684-1. [ bib ]
[140] Alexandra Schosser, Karoline Fuchs, Friedrich Leisch, Ursula Bailer, Siegfried Kasper, Werner Sieghart, Kurt Hornik, and Harald N. Aschauer. Additional support for linkage of bipolar disorder to chromosome 3q29. The World Journal of Biological Psychiatry, 6(Supplement 1):189, 2005. Abstract. [ bib ]
[141] Alexandra Schosser, Karoline Fuchs, Friedrich Leisch, Ursula Bailer, Siegfried Kasper, Werner Sieghart, Kurt Hornik, and Harald N. Aschauer. Chromosome 3q29: Possible schizophrenia susceptibility region. European Psychiatry, 20(Supplement 1):S68, March 2005. Abstract. [ bib ]
[142] Kurt Hornik. A CLUE for CLUster Ensembles. Report 17, Research Report Series, Department of Statistics and Mathematics, Wirschaftsuniversität Wien, Welthandelsplatz 1, 1020 Wien, Austria, May 2005. [ bib | http ]
[143] Kurt Hornik. Cluster ensembles. In Claus Weihs and Wolfgang Gaul, editors, Classification --- The Ubiquitous Challenge, pages 65--72, Heidelberg, 2005. Springer-Verlag. Proceedings of the 28th Annual Conference of the Gesellschaft für Klassifikation e.V., University of Dortmund, March 9--11, 2004. [ bib ]
[144] Michael Hahsler, Bettina Grün, and Kurt Hornik. A computational environment for mining association rules and frequent item sets. Report 15, Research Report Series, Department of Statistics and Mathematics, Wirschaftsuniversität Wien, Welthandelsplatz 1, 1020 Wien, Austria, April 2005. [ bib | http ]
[145] Michael Hahsler, Kurt Hornik, and Thomas Reutterer. Implications of probabilistic data modeling for rule mining. Report 14, Research Report Series, Department of Statistics and Mathematics, Wirtschaftsuniversität Wien, Welthandelsplatz 1, 1020 Wien, Austria, March 2005. [ bib | http ]
[146] Achim Zeileis, Friedrich Leisch, Christian Kleiber, and Kurt Hornik. Monitoring structural change in dynamic econometric models. Journal of Applied Econometrics, 20(1):99--121, 2005. [ bib | DOI ]
[147] Ursula Bailer, Georg Wiesegger, Friedrich Leisch, Karoline Fuchs, I. Leitner, M. Letmaier, A. Konstantinidis, J. Stastny, Werner Sieghart, Kurt Hornik, B. Mitterauer, Siegfried Kasper, and Harald N. Aschauer. No association of clock gene T3111C polymorphism and affective disorders. European Neuropsychopharmacology, 15:51--55, 2005. [ bib ]
[148] Torsten Hothorn, Friedrich Leisch, Achim Zeileis, and Kurt Hornik. The design and analysis of benchmark experiments. Journal of Computational and Graphical Statistics, 14(3):675--699, 2005. [ bib | DOI ]
[149] Alexandros Karatzoglou, Alex Smola, Kurt Hornik, and Achim Zeileis. kernlab---An S4 package for kernel methods in R. Journal of Statistical Software, 11(9), 2004. [ bib | DOI | http ]
[150] Kurt Hornik and Friedrich Leisch. R Version 2.0.0. Computational Statistics, 19(4):661--664, 2004. [ bib ]
[151] Alexandra Schosser, Karoline Fuchs, Friedrich Leisch, Ursula Bailer, Siegfried Kasper, Werner Sieghart, Kurt Hornik, and Harald N. Aschauer. Examining chromosome 3q29 in schizophrenia and bipolar affective disorder families. European Archives of Psychiatry and Clinical Neuroscience, Supplement 1:I/37, 2004. Abstract. [ bib ]
[152] Alexandra Schosser, Harald N. Aschauer, Monika Schlögelhofer, Friedrich Leisch, Mara Stamenkovich, Kurt Hornik, and Christoph Gasche. Association study of Gille de la Tourette syndrom with variants of the IL-10 receptor 1. American Journal of Medical Genetics, 130B(1):101--102, 2004. Abstract. [ bib ]
[153] Alexandra Schosser, Karoline Fuchs, Friedrich Leisch, Ursula Bailer, Siegfried Kasper, Werner Sieghart, Kurt Hornik, and Harald N. Aschauer. Additional support for schizophrenia and bipolar disorder linkage to chromosome 3q29. American Journal of Medical Genetics, 130B:122, 2004. Abstract. [ bib ]
[154] Robert C. Gentleman, Vincent J. Carey, Douglas M. Bates, Ben Bolstad, Marcel Dettling, Sandrine Dudoit, Byron Ellis, Laurent Gautier, Yongchao Ge, Jeff Gentry, Kurt Hornik, Torsten Hothorn, Wolfgang Huber, Stefano Iacus, Rafael Irizarry, Friedrich Leisch, Cheng Li, Martin Maechler, Anthony J. Rossini, Gunther Sawitzki, Colin Smith, Gordon Smyth, Luke Tierney, Jean YH Yang, and Jianhua Zhang. Bioconductor: Open software development for computational biology and bioinformatics. Genome Biology, 5(10):R80.1--16, 2004. [ bib | http ]
[155] Alexandros Karatzoglou, Alex Smola, Kurt Hornik, and Achim Zeileis. kernlab---An S4 package for kernel methods in R. Report 9, Research Report Series, Department of Statistics and Mathematics, Wirtschaftsuniversität Wien, Welthandelsplatz 1, 1020 Wien, Austria, August 2004. [ bib | http ]
[156] Kurt Hornik. R: The next generation. In Jaromir Antoch, editor, COMPSTAT 2004 -- Proceedings in Computational Statistics, pages 235--249, Heidelberg, Germany, 2004. Physika Verlag. ISBN 3-7908-1554-3. [ bib ]
[157] David Meyer, Friedrich Leisch, Torsten Hothorn, and Kurt Hornik. StatDataML: An XML format for statistical data. Computational Statistics, 19(3):493--509, August 2004. [ bib | DOI ]
[158] Torsten Hothorn, Kurt Hornik, and Achim Zeileis. Unbiased recursive partitioning: A conditional inference framework. Report 8, Research Report Series, Department of Statistics and Mathematics, Wirtschaftsuniversität Wien, July 2004. [ bib | http ]
[159] Alexandra Schosser, Harald N. Aschauer, Monika Schlögelhofer, Friedrich Leisch, Kurt Hornik, and C. Gasche. IL-10 receptor 1: Association study in bipolar affective disorder. International Journal of Neuropsychopharmacology, 7(Supplement 1):185, June 2004. Abstract. [ bib ]
[160] Alexandra Schosser, Harald N. Aschauer, Monika Schlögelhofer, Friedrich Leisch, Kurt Hornik, and C. Gasche. Possible association of schizophrenia with variants of the IL-10 receptor 1. European Psychiatry, 19(Supplement 1):161--162, 2004. Abstract. [ bib ]
[161] Monika Schlögelhofer, Georg Wiesegger, Ursula Bailer, Harald Eder, Ulrike Itzlinger, Gudrun Jörgl, Friedrich Leisch, M. Priesch, Alexandra Schosser, Kurt Hornik, Ulrike Willinger, and Harald N. Aschauer. The effectiveness of bibliotherapy --- cognitive-behavioral self-help --- in patients with partially remitted depression. European Psychiatry, 19(Supplement 1):213, 2004. Abstract. [ bib ]
[162] Evgenia Dimitriadou, Markus Barth, Christian Windischberger, Kurt Hornik, and Ewald Moser. A quantitative comparison of functional MRI cluster analysis. Artificial Intelligence in Medicine, 32(1):57--71, 2004. [ bib | DOI ]
[163] Ursula Bailer, Martina de Zwaan, Friedrich Leisch, Alexandra Strnad, Claudia Lennkh-Wolfsberg, Nadia El-Giamal, Kurt Hornik, and Harald N. Aschauer. Guided self-therapy versus cognitive behavioral group therapy in the treatment of bulimia nervosa. International Journal of Eating Disorders, 35(4):522--537, May 2004. [ bib ]
[164] Jonathan Chick, Harald N. Aschauer, and Kurt Hornik, on Behalf of The European Fluvoxamine in Alcoholism Study Group. 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, April 2004. [ bib ]
[165] Alexandra Schosser, Karoline Fuchs, Friedrich Leisch, Ursula Bailer, Siegfried Kasper, Werner Sieghart, Kurt Hornik, and Harald N. Aschauer. Schizophrenia and bipolar affective disorder possibly linked to chromosome 3q29. European Neuropsychopharmacology, 14(Supplement 1), March 2004. Abstract. [ bib ]
[166] Alexandra Schosser, Karoline Fuchs, Friedrich Leisch, Ursula Bailer, Kurt Meszaros, Elisabeth Lenzinger, Ulrike Willinger, Rainer Strobl, Angela Heiden, Christian Gebhardt, Siegfried Kasper, Werner Sieghart, Kurt Hornik, and Harald N. Aschauer. Possible linkage of schizophrenia and bipolar affective disorder to chromosome 3q29: A follow-up. Journal of Psychiatric Research, 38(3):357--364, 2004. [ bib ]
[167] Gunnar Gamper, Matthäus Willeit, Fritz Sterz, Harald Herkner, Alexander Zoufaly, Kurt Hornik, C. Havel, and A. N. Laggner. 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, 2004. [ bib ]
[168] Nikolaus Thierry, Matthäus Willeit, Nicole Praschak-Rieder, Peter Zill, Kurt Hornik, Alexander Neumeister, Elisabeth Lenzinger, Jürgen Stastny, Eva Hilger, Anastasios Konstantinidis, Harald N. Aschauer, Manfred Ackenheil, Brigitta Bondy, and Siegfried Kasper. 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, January 2004. [ bib ]
[169] Anthony J. Rossini, Richard M. Heiberger, Rodney Sparapani, Martin Mächler, and Kurt Hornik. Emacs speaks statistics: A multi-platform, multi-package development environment for statistical analysis. Journal of Computational and Graphical Statistics, 13(1):247--261, 2004. [ bib ]
[170] Monika Schlögelhofer, Georg Wiesegger, Ursula Bailer, Harald Eder, Ulrike Itzlinger, Gudrun Jörgl, Friedrich Leisch, M. Priesch, Alexandra Schosser, Kurt Hornik, , Ulrike Willinger, and Harald N. Aschauer. Bibliotherapy --- cognitive-behavioral self-help in patients with partially remitted depression. International Journal of Psychiatry in Clinical Practice, 7(4):314--315, 2003. Abstract. [ bib ]
[171] Torsten Hothorn, Friedrich Leisch, Achim Zeileis, and Kurt Hornik. The design and analysis of benchmark experiments. Report 82, SFB “Adaptive Information Systems and Modelling in Economics and Management Science”, November 2003. [ bib | http ]
[172] Andreas Weingessel and Kurt Hornik. A robust subspace algorithm for principal component analysis. International Journal of Neural Systems, 5:1--7, 2003. [ bib | DOI ]
[173] David Meyer, Christian Buchta, Alexandros Karatzoglou, Friedrich Leisch, and Kurt Hornik. A simulation framework for heterogeneous agents. Computational Economics, 22(2):285--301, October 2003. [ bib | DOI ]
[174] Achim Zeileis, Christian Kleiber, Walter Krämer, and Kurt Hornik. Testing and dating of structural changes in practice. Computational Statistics and Data Analysis, 44(1--2):109--123, October 2003. [ bib | DOI ]
[175] Alexandra Schosser, Karoline Fuchs, Friedrich Leisch, Ursula Bailer, Siegfried Kasper, Werner Sieghart, Kurt Hornik, and Harald N. Aschauer. Chromosome 3q29: Follow-up linkage analysis in schizophrenia and bipolar disorder. European Neuropsychopharmacology, 13(Supplement 4):S463, October 2003. Abstract. [ bib ]
[176] Nikolaus Thierry, Matthäus Willeit, Nicole Praschak-Rieder, Peter Zill, Kurt Hornik, Alexander Neumeister, Eva Hilger, and Siegfried Kasper. 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):S185--S186, October 2003. Abstract. [ bib ]
[177] David Meyer, Friedrich Leisch, and Kurt Hornik. The support vector machine under test. Neurocomputing, 55:169--186, September 2003. [ bib | DOI ]
[178] Alexandra Schosser, Karoline Fuchs, Friedrich Leisch, Ursula Bailer, Siegfried Kasper, Werner Sieghart, Kurt Hornik, and Harald N. Aschauer. Schizophrenia and bipolar disorder: Possible linkage to chromosome 3q29. American Journal of Medical Genetics --- Neuropsychiatric Genetics, 122B(1):135--136, September 2003. Abstract. [ bib ]
[179] Evgenia Dimitriadou, Andreas Weingessel, and Kurt Hornik. A cluster ensembles framework. In Ajith Abraham, Mario Köppen, and Katrin Franke, editors, Design and Application of Hybrid Intelligent Systems, volume 104 of Frontiers in Artificial Intelligence and Applications, pages 528--534. IOS Press, 2003. ISBN 1-58603-394-8. [ bib ]
[180] Evgenia Dimitriadou, Markus Barth, Kurt Hornik, and Ewald Moser. 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 (ESMRMB 2003), 2003. Abstract. [ bib ]
[181] Markus Barth, Evgenia Dimitriadou, Kurt Hornik, and Ewald Moser. Ensemble clustering of fMRI data. In Proceedings of the 20th Annual Meeting of the European Society for Magnetic Resonance in Medicine and Biology (ESMRMB 2003), 2003. Abstract. [ bib ]
[182] Evgenia Dimitriadou, Kurt Hornik, Ewald Moser, and Markus Barth. 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 (ESMRMB 2003), 2003. Abstract. [ bib ]
[183] Markus Barth, Evgenia Dimitriadou, Kurt Hornik, and Ewald Moser. Comparison of clustering methods in fMRI analysis by ranking association coefficients. In Proceedings of the 11th Scientific Metting of the International Society of Magnetic Resonance in Medicine, page 1817, Toronto, Ontario, Canada, July 2003. [ bib ]
[184] Paul Murrell and Kurt Hornik. Quality assurance for graphics in R. In Kurt Hornik, Friedrich Leisch, and Achim Zeileis, editors, Proceedings of the 3rd International Workshop on Distributed Statistical Computing, Vienna, Austria, 2003. ISSN 1609-395X. [ bib | http ]
[185] David Meyer, Achim Zeileis, and Kurt Hornik. Visualizing independence using extended association plots. In Kurt Hornik, Friedrich Leisch, and Achim Zeileis, editors, Proceedings of the 3rd International Workshop on Distributed Statistical Computing, Vienna, Austria, 2003. ISSN 1609-395X. [ bib | http ]
[186] Alexandros Karatzoglou, Alex Smola, Achim Zeileis, and Kurt Hornik. kernlab -- A kernel methods package. In Kurt Hornik, Friedrich Leisch, and Achim Zeileis, editors, Proceedings of the 3rd International Workshop on Distributed Statistical Computing, March 20-22, 2003, Technische Universität Wien, Vienna, Austria, 2003. ISSN 1609-395X. [ bib | http ]
[187] Kurt Hornik, Friedrich Leisch, and Achim Zeileis, editors. Proceedings of the 3rd International Workshop on Distributed Statistical Computing (DSC 2003), Technische Universität Wien, Vienna, Austria, 2003. ISSN 1609-395X. [ bib | .html ]
[188] Achim Zeileis and Kurt Hornik. Generalized M-fluctuation tests for parameter instability. Report 80, SFB “Adaptive Information Systems and Modeling in Economics and Management Science”, June 2003. [ bib | http ]
[189] Monika Schlögelhofer, Harald Eder, Ulrike Itzlinger, Georg Wiesegger, Ursula Bailer, Friedrich Leisch, Kurt Hornik, Gudrun Jörgl, Ulrike Willinger, and Harald N. Aschauer. Bibliotherapie --- Kognitive Therapie in Buchform als Selbsthilfe bei Patienten mit teilremittierter Depression. Journal für Neurologie, Neurochirurgie und Psychiatrie, 1:33--35, 2003. Case study, in German. [ bib ]
[190] Marion S. Rauner, Achim Zeileis, Michaela-Maria Schaffhauser-Linzatti, and Kurt Hornik. Modelling the effects of the Austrian inpatient reimbursement system on length-of-stay distributions. OR Spectrum, 25:193--206, 2003. [ bib | DOI ]
[191] David Meyer, Friedrich Leisch, and Kurt Hornik. Benchmarking support vector machines. Report 78, SFB “Adaptive Information Systems and Modelling in Economics and Management Science”, 2002. [ bib | http ]
[192] Evgenia Dimitriadou, Andreas Weingessel, and Kurt Hornik. A mixed ensemble approach for the semi-supervised problem. Report 77, SFB “Adaptive Information Systems and Modelling in Economics and Management Science”, 2002. [ bib | http ]
[193] Mara Stamenkovic, Jürgen Stastny, Petra Schüssler, Karoline Fuchs, Christian Gebhardt, F. Riederer, S. D. Schindler, Friedrich Leisch, Kurt Hornik, Werner Sieghart, Siegfried Kasper, and Harald N. Aschauer. Dopamine transporter gene polymorphism in Tourette's disorder. European Neuropsychopharmacology, 12(Supplement 3):437--438, October 2002. Abstract. [ bib ]
[194] Georg Wiesegger, Ursula Bailer, I. Leitner, Juergen Stastny, Martin Letmaier, Karoline Fuchs, Werner Sieghart, Friedrich Leisch, Kurt Hornik, Bernhard Mitterauer, Siegfried Kasper, and Harald N. Aschauer. T3111C polymorphism at the clock gene locus and association with affective disorders. American Journal of Medical Genetics --- Neuropsychiatric Genetics, 114(7):776, 2002. Abstract. [ bib | http ]
[195] Evgenia Dimitriadou, Markus Barth, Christian Windischberger, Ewald Moser, and Kurt Hornik. An explorative concept for classifying activation in multi-echo fMRI data. In Magnetic Resonance, Materials in Physics, Biology and Medicine, volume 15, page 163, 2002. Proceedings of the 19th Annual Meeting of the European Society for Magnetic Resonance in Medicine and Biology (ESMRMB 2002), Cannes, France. [ bib ]
[196] Evgenia Dimitriadou, Andreas Weingessel, and Kurt Hornik. A mixed ensemble approach for the semi-supervised problem. In José R. Dorronsoro, editor, Proceedings of the International Conference on Artificial Neural Networks (ICANN 02), volume 2415 of Lecture Notes in Computer Science, pages 571--576. Springer, 2002. [ bib ]
[197] Markus Barth, Evgenia Dimitriadou, Christian Windischberger, Kurt Hornik, and Ewald Moser. AveSure --- statistical validation of fMRI clustering results. In NeuroImage, volume 16, page 371, 2002. [ bib ]
[198] Evgenia Dimitriadou, Markus Barth, Christian Windischberger, Kurt Hornik, and Ewald Moser. Detecting regions of interest in fMRI: An application on exploratory-based data analysis. In David Fogel, editor, Proceedings of the 2002 IEEE World Congress on Computational Intelligence (WCCI 2002), volume 2 (FUZZ-IEEE), pages 1488--1492, 2002. [ bib ]
[199] Ulrike Willinger, Elisabeth Lenzinger, Kurt Hornik, Gabriele Fischer, Georg Schönbeck, Harald N. Aschauer, and Kurt Meszaros, 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, 2002. [ bib ]
[200] Kurt Hornik. Tools and strategies for managing software library repositories. In Statistics in an Era of Technological Change, Proceedings of the 2002 Joint Statistical Meetings, pages 1490--1493, 2002. [ bib ]
[201] David Meyer, Friedrich Leisch, Torsten Hothorn, and Kurt Hornik. StatDataML: An XML format for statistical data. In Wolfgang Härdle and Bernd Rönz, editors, COMPSTAT 2002 -- Proceedings in Computational Statistics, pages 545--550, Heidelberg, Germany, 2002. Physika Verlag. ISBN 3-7908-1517-9. [ bib ]
[202] Torsten Hothorn and Kurt Hornik. Exact nonparametric inference in R. In Wolfgang Härdle and Bernd Rönz, editors, COMPSTAT 2002 -- Proceedings in Computational Statistics, pages 355--360, Heidelberg, Germany, 2002. Physika Verlag. ISBN 3-7908-1517-9. [ bib ]
[203] Evgenia Dimitriadou, Andreas Weingessel, and Kurt Hornik. A combination scheme for fuzzy clustering. International Journal of Pattern Recognition and Artificial Intelligence, 16(7):901--912, 2002. [ bib | DOI ]
[204] Kurt Hornik and Friedrich Leisch. Vienna and R: Love, marriage and the future. In Rudolf Dutter, editor, Festschrift 50 Jahre Österreichische Statistische Gesellschaft, pages 61--70. Österreichische Statistische Gesellschaft, 2002. ISSN 1026-597X. [ bib ]
[205] Georg Wiesegger, Monika Schlögelhofer, Harald Eder, Ursula Baiker, Ulrike Itzlinger, Gudrun Jörgl, Ulrike Willinger, Friedrich Leisch, Kurt Hornik, and Harald N. Aschauer. Cognitive behavioral bibliotherapy in patients with partially remitted depression. The International Journal of Neuropsychopharmacology, 5(S1):S104, 2002. Abstract. [ bib ]
[206] Ursula Bailer, Friedrich Leisch, Kurt Meszaros, Elisabeth Lenzinger, Ulrike Willinger, Rainer Strobl, Angela Heiden, Christian Gebhardt, Elisabeth Döge, Karoline Fuchs, Werner Sieghart, Siegfried Kasper, Kurt Hornik, and Harald N. Aschauer. Genome scan for susceptibility loci for schizophrenia and bipolar disorder. Biological Psychiatry, 52:40--52, July 2002. [ bib ]
[207] Ursula Bailer, Friedrich Leisch, Kurt Meszaros, Elisabeth Lenzinger, Ulrike Willinger, Rainer Strobl, Angela Heiden, Christian Gebhardt, Elisabeth Gerhard, Karoline Fuchs, Werner Sieghart, Siegfried Kasper, Kurt Hornik, and Harald N. Aschauer. Genome scan for susceptibility loci for psychotic disorders. Biological Psychiatry, 51:43S, 2002. Abstract. [ bib ]
[208] Georg Wiesegger, Monika Schlögelhofer, Harald Eder, Friedrich Leisch, Ursula Bailer, Kurt Hornik, Gudrun Jörgl, Ulrike Willinger, and Harald N. Aschauer. Bibliotherapie---cognitive-behavioral self help strategies in patients with major depression. European Psychiatry, 17(Supplement 1):174--175, May 2002. Abstract. [ bib ]
[209] Nicole Praschak-Rieder, Matthäus Willeit, Dietmar Winkler, Alexander Neumeister, Eva Hilger, Peter Zill, Kurt Hornik, Jürgen Stastny, Nikolaus Thierry, Manfred Ackenheil, Brigitta Bondy, and Siegfried Kasper. 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, April 2002. [ bib ]
[210] David Meyer Friedrich Leisch, Torsten Hothorn, and Kurt Hornik. Statdataml: An XML format for statistical data. Report 75, SFB “Adaptive Information Systems and Modelling in Economics and Management Science”, 2002. [ bib | http ]
[211] David Meyer, Christian Buchta, Alexandros Karatzoglou, Friedrich Leisch, and Kurt Hornik. A simulation framework for heterogeneous agents. Report 74, SFB “Adaptive Information Systems and Modelling in Economics and Management Science”, 2002. [ bib | http ]
[212] Achim Zeileis, Friedrich Leisch, Christian Kleiber, and Kurt Hornik. Monitoring structural change in dynamic econometric models. Report 64, SFB “Adaptive Information Systems and Modelling in Economics and Management Science”, March 2002. [ bib | http ]
[213] Evgenia Dimitriadou, Andreas Weingessel, and Kurt Hornik. A combination scheme for fuzzy clustering. In Nikhil R. Pal and Michio Sugeno, editors, Advances in Soft Computing, International Conference on Fuzzy Systems (AFSS 2002), volume 2275 of Lecture Notes in Artificial Intelligence, pages 332--338, Calcutta, India, 2002. [ bib ]
[214] Torsten Hothorn, Kurt Hornik, and Uwe Ligges. R: Eine Sprache für Datenanalyse und -visualisierung. iX Magazin für professionelle Informationstechnik, 2002(3):141--143, 2002. [ bib ]
[215] Achim Zeileis, Friedrich Leisch, Kurt Hornik, and Christian Kleiber. strucchange: An R package for testing for structural change in linear regression models. Journal of Statistical Software, 7(2), 2002. [ bib | DOI | http ]
[216] Mara Stamenkovic, Harald N. Aschauer, F. Riederer, S. D. Schindler, Friedrich Leisch, Eva Resinger, Alexander Neumeister, Kurt Hornik, and Siegfried Kasper. Study of family history in seasonal affective disorder. Neuropsychobiology, 44:65--69, 2001. [ bib ]
[217] Ursula Bailer, Friedrich Leisch, Siegfried Kasper, Kurt Hornik, and Harald N. Aschauer. Genome scan for susceptibility loci for psychotic disorders. The World Journal of Biological Psychiatry, 2(Supplement 1):212S, 2001. Abstract. [ bib ]
[218] Georg Dorffner, Horst Bischof, and Kurt Hornik, editors. Artificial Neural Networks --- ICANN 2001, number 2130 in Lecture Notes in Computer Science. Springer, 2001. ISBN 3-540-42486-5. [ bib ]
[219] Evgenia Dimitriadou, Andreas Weingessel, and Kurt Hornik. Voting-merging: An ensemble method for clustering. In Georg Dorffner, Horst Bischof, and Kurt Hornik, editors, Artificial Neural Networks --- ICANN 2001, pages 217--224, Vienna, Austria, August 2001. Springer. [ bib ]
[220] Matthäus Willeit, Jürgen Stastny, Walter Pirker, Nicole Praschak-Rieder, Alexander Neumeister, Susanne Asenbaum, Johannes Tauscher, Karoline Fuchs, Werner Sieghart, Kurt Hornik, Harald N. Aschauer, Thomas Brücke, and Siegfried Kasper. No evidence for in vivo regulation of midbrain serotonin transporter availability by serotonin transporter promoter gene polymorphism. Biological Psychiatry, 50(1):8--12, July 2001. [ bib ]
[221] Ursula Bailer, Friedrich Leisch, Petra Schüssler, Nadia El-Giamal, Alexandra Strnad, Kurt Hornik, Siegfried Kasper, and Martina de Zwaan. Tryptophan depletion in bulimia nervosa. European Neuropsychopharmacology, 11(Supplement 3):S367, 2001. Abstract. [ bib ]
[222] David Meyer, Alexandros Karatzoglou, Christian Buchta, Friedrich Leisch, and Kurt Hornik. Running agent-based simulations. Working Paper 80, SFB “Adaptive Information Systems and Modeling in Economics and Management Science”, June 2001. [ bib | http ]
[223] Brian D. Ripley and Kurt Hornik. Date-time classes. R News, 1(2):8--11, June 2001. [ bib | http ]
[224] Anthony J. Rossini, Martin Mächler, Kurt Hornik, Richard M. Heiberger, and Rodney Sparapani. Emacs speaks statistics: A universal interface for statistical analysis. Report 164, Department of Biostatistics, University of Washington, 2001. [ bib | .pdf ]
[225] Achim Zeileis, Friedrich Leisch, Kurt Hornik, and Christian Kleiber. strucchange: An R package for testing for structural change in linear regression models. Report 55, SFB “Adaptive Information Systems and Modeling in Economics and Management Science”, May 2001. [ bib | http ]
[226] Kurt Hornik and Friedrich Leisch, editors. Proceedings of the 2nd International Workshop on Distributed Statistical Computing (DSC 2001), Technische Universität Wien, Vienna, Austria, 2001. ISSN 1609-395X. [ bib | .html ]
[227] Manfred Cejna, Siegfried Thurnher, Hans Iliasch, Walter Horvath, Peter Waldenberger, Kurt Hornik, and Johannes Lammer. PTA versus Palmaz stent placement in femoropopliteal artery obstructions: A multicenter prospective randomized study. Journal of Vascular and Interventional Radiology, 12(1):23--32, January 2001. [ bib ]
[228] Kurt Hornik and Friedrich Leisch. Neural network models. In Daniel Peña, George C. Tiao, and Ruey S. Tsay, editors, A Course in Time Series Analysis, Wiley Series in Probability and Statistics, chapter 13, pages 348--362. John Wiley & Sons, New York, 2001. ISBN 0-471-36164-X. [ bib ]
[229] Angela Heiden, Petra Schüssler, Ulrike Itzlinger, Friedrich Leisch, Joachim Scharfetter, Christian Gebhardt, Karoline Fuchs, Matthäus Willeit, Linda Nilsson, Ellenore Miller-Reiter, Thomas Stompe, Kurt Meszaros, Werner Sieghart, Kurt Hornik, Siegfried Kasper, and Harald N. Aschauer. Association studies of candidate genes in bipolar disorders. Neuropsychobiology, 42(suppl 1):18--21, 2000. [ bib ]
[230] Christian Gebhardt, Friedrich Leisch, Petra Schüssler, Karoline Fuchs, Thomas Stompe, Werner Sieghart, Kurt Hornik, Siegfried Kasper, and Harald N. Aschauer. Non-association of dopamine D4 and D2 receptor genes with personality in healthy individuals. Psychiatric Genetics, 10(3):131--137, 2000. [ bib ]
[231] Andreas Weingessel and Kurt Hornik. Local PCA algorithms. IEEE Transactions on Neural Networks, 11(6):1242--1250, November 2000. [ bib | DOI ]
[232] Kurt Meszaros, Elisabeth Lenzinger, Kurt Hornik, Thomas Füreder, Thomas Stompe, Ulrike Willinger, Angela Heiden, Nahid Fathi, Elisabeth Gerhard, Karoline Fuchs, Werner Sieghart, Siegfried Kasper, and Harald N. Aschauer. Association study of schizophrenia spectrum disorders and dopamine D3 receptor gene: Is schizoaffective disorder special? Psychiatry Research, 96(2):179--183, October 2000. [ bib ]
[233] Petra Schüssler, Christian Gebhardt, Friedrich Leisch, Karoline Fuchs, Thomas Stompe, Werner Sieghart, Siegfried Kasper, Kurt Hornik, and Harald N. Aschauer. Novelty seeking and harm avoidance and dopamine 4 and serotonine 2A receptor gene polymorphisms. European Neuropsychopharmacology, 10(Supplement 3):398, September 2000. Abstract. [ bib ]
[234] Friedrich Leisch, Kurt Hornik, and Chung-Ming Kuan. Monitoring structural changes with the generalized fluctuation test. Econometric Theory, 16:835--854, 2000. [ bib | http ]
[235] Ursula Bailer, Friedrich Leisch, Kurt Meszaros, Elisabeth Lenzinger, Ulrike Willinger, Rainer Strobl, Christian Gebhardt, Elisabeth Gerhard, Karoline Fuchs, Werner Sieghart, Siegfried Kasper, Kurt Hornik, and Harald N. Aschauer. Genome scan for susceptibility loci for schizophrenia. Neuropsychobiology, 42:175--182, 2000. [ bib ]
[236] Adrian Trapletti, Friedrich Leisch, and Kurt Hornik. Stationary and integrated autoregressive neural network processes. Neural Computation, 12(10):2427--2450, 2000. [ bib | DOI ]
[237] Mara Stamenkovic, S. D. Schindler, Susanne Asenbaum, Karoline Fuchs, Friedrich Leisch, Kurt Hornik, Werner Sieghart, Petra Schüssler, F. Riederer, Siegfried Kasper, and Harald N. Aschauer. Dopamine transporter (DAT 1) genotypes and [123I]-β-CIT SPECT imaging of DAT in Tourette Disorder (TD). Biological Psychiatry, 47(8):S112, April 2000. Abstract. [ bib ]
[238] Christian Gebhardt, Thomas Stompe, Friedrich Leisch, Karoline Fuchs, Nahid Fathi, Kurt Hornik, Werner Sieghart, Siegfried Kasper, and Harald N. Aschauer. 5HT2A (HIS 452 TRY) receptor gene polymorphism and personality traits. Molecular Psychiatry, 4(Supplement 1):S90, September 1999. Abstract. [ bib ]
[239] Joachim Scharfetter, M. Albus, Kurt Hornik, Karoline Fuchs, G. Melamed, Friedrich Leisch, Werner Sieghart, Siegfried Kasper, and Harald N. Aschauer. Association of tardive dyskinesia and dopamine D3 and D4 receptor gene polymorphism. Molecular Psychiatry, 4(Supplement 1):S85, September 1999. Abstract. [ bib ]
[240] Kurt Meszaros, Elisabeth Lenzinger, Kurt Hornik, Thomas Füreder, Thomas Stompe, Ulrike Willinger, Angela Heiden, Nahid Fathi, Elisabeth Gerhard, Karoline Fuchs, Werner Sieghart, Siegfried Kasper, and Harald N. Aschauer. Association study of schizophrenia spectrum disorders and dopamine D3 receptor gene. Molecular Psychiatry, 4(Supplement 1):S84, September 1999. Abstract. [ bib ]
[241] Ursula Bailer, Friedrich Leisch, Kurt Meszaros, Elisabeth Lenzinger, Ulrike Willinger, Angela Heiden, Thomas Stompe, Rainer Strobl, Christian Gebhardt, Elisabeth Gerhard, Karoline Fuchs, Werner Sieghart, Siegfried Kasper, Kurt Hornik, and Harald N. Aschauer. Genome scan for susceptability loci of psychotic disorders. Molecular Psychiatry, 4(Supplement 1):S30, September 1999. Abstract. [ bib ]
[242] Friedrich Leisch and Kurt Hornik. Stabilization of k-means with bagged clustering. In Proceedings of the 1999 Joint Statistical Meetings, 1999. [ bib ]
[243] Harald N. Aschauer, Kurt Meszaros, Elisabeth Lenzinger, Kurt Hornik, Thomas Füreder, Ulrike Willinger, Gabriele Fischer, and Georg Schönbeck. Novelty seeking predicts relapse in detoxified male alcohol dependents. European Neuropsychopharmacology, 9(Supplement 5):336, September 1999. Abstract. [ bib ]
[244] Elisabeth Lenzinger, Kurt Meszaros, Ulrike Willinger, Gabriele Fischer, Georg Schönbeck, Kurt Hornik, and Harald N. Aschauer. Prevalence and relapse predicting value of Cloninger's alcoholism types. European Neuropsychopharmacology, 9(Supplement 5):344, September 1999. Abstract. [ bib ]
[245] Joachim Scharfetter, Haroon R. Chaudhry, Kurt Hornik, Karoline Fuchs, Nahid Fathi, Christian Gebhardt, Werner Sieghart, Siegfried Kasper, and Harald N. Aschauer. Dopamine D3 receptor gene and response to clozapine. Biological Psychiatry, 45(8S):82S, 1999. Abstract. [ bib ]
[246] Matthäus Willeit, Nicole Praschak-Rieder, Alexander Neumeister, Jürgen Stastny, Eva Hilger, Nikolaus Thierry, Karoline Fuchs, Elisabeth Lenzinger, Werner Sieghart, Kurt Hornik, Harald N. Aschauer, and Siegfried Kasper. No association between 5-HTTLPR and seasonal affective disorder. Biological Psychiatry, 45(8S):83S, 1999. Abstract. [ bib ]
[247] Adrian Trapletti, Friedrich Leisch, and Kurt Hornik. On the ergodicity and stationarity of the ARMA(1,1) recurrent neural network process. Working Paper 37, SFB “Adaptive Information Systems and Modeling in Economics and Management Science”, May 1999. [ bib | http ]
[248] Evgenia Dimitriadou, Andreas Weingessel, and Kurt Hornik. A voting-merging clustering algorithm. Working Paper 31, SFB “Adaptive Information Systems and Modeling in Economics and Management Science”, April 1999. [ bib | http ]
[249] Konstantinos Diamantaras, Kurt Hornik, and Michael G. Strintzis. Optimal linear compression and decompression under unreliable representation and robust PCA neural models. IEEE Transactions on Neural Networks, 10(5):1186--1195, September 1999. [ bib ]
[250] Joachim Scharfetter, Haroon R. Chaudhry, Kurt Hornik, Karoline Fuchs, Werner Sieghart, Siegfried Kasper, and Harald N. Aschauer. Dopamine D3 receptor gene polymorphism and response to clozapine in schizophrenic Pakistani patients. European Neuropsychopharmacology, 10(1):17--20, December 1999. [ bib ]
[251] Elisabeth Lenzinger, Alexander Neumeister, Nicole Praschak-Rieder, Karoline Fuchs, Elisabeth Gerhard, Matthäus Willeit, Werner Sieghart, Siegfried Kasper, Kurt Hornik, and Harald N. Aschauer. Behavioral effects of tryptophan depletion in seasonal affective disorder (SAD) associated with the serotonin transporter gene? Psychiatry Research, 85(3):241--246, 1999. [ bib ]
[252] Werner Zitterl, Kurt Meszaros, Kurt Hornik, Teresa Twaroch, Martin Dossenbach, Karin Zitterl-Eglseer, and Hans Georg Zapotoczky. Efficacy of fluoxetine in Austrian patients with obsessive-compulsive disorder. Wiener Klinische Wochenzeitschrift, 111(11):439--442, 1999. [ bib ]
[253] Evgenia Dimitriadou, Andreas Weingessel, and Kurt Hornik. Fuzzy voting in clustering. In Gerhard Brewka, Ralf Der, Siegfried Gottwald, and Andreas Schierwagen, editors, Fuzzy-Neuro Systems '99, pages 63--74. Leipziger Universitätsverlag, Germany, 1999. [ bib ]
[254] Andreas Weingessel, Evgenia Dimitriadou, and Kurt Hornik. A voting scheme for cluster algorithms. In Gerald Krell, Bernd Michaelis, Detlef Nauck, and Rudolf Kruse, editors, Neural Networks in Applications, Proceedings of the Fourth International Workshop NN'99, pages 31--37, Otto-von-Guericke University of Magdeburg, Germany, 1999. [ bib ]
[255] Evgenia Dimitriadou, Andreas Weingessel, and Kurt Hornik. Voting in clustering and finding the number of clusters. In H. Bothe, E. Oja, E. Massad, and C. Haefke, editors, Proceedings of the “International Symposium on Advances in Intelligent Data Analysis (AIDA 99)” (“International ICSC Congress on Computational Intelligence: Methods and Applications (CIMA 99)”, pages 291--296. ICSC Academic Press, 1999. [ bib ]
[256] Kurt Meszaros, Elisabeth Lenzinger, Thomas Füreder, Kurt Hornik, Ulrike Willinger, Gabriele Fischer, Georg Schönbeck, and Harald N. Aschauer, on Behalf of The European Fluvoxamine in Alcoholism Study Group. The tridimensional personality questionnaire as a predictor of relapse in detoxified alcohol dependents. Alcoholism: Clinical and Experimental Research, 23:483--486, 1999. [ bib ]
[257] Martha Feucht, Karoline Fuchs, Ernest Pichlbauer, Kurt Hornik, Joachim Scharfetter, Ralph Goessler, Thomas Füreder, Nevenka Cvetkovic, Werner Sieghart, Siegfried F. Kasper, and Harald N. Aschauer. Possible association between childhood absence epilepsy and the gene encoding GABRB3. Biological Psychiatry, 46(7):997--1002, October 1999. [ bib ]
[258] Friedrich Leisch, Adrian Trapletti, and Kurt Hornik. Stationarity and stability of autoregressive neural network processes. In M. S. Kearns, S. A. Solla, and D. A. Cohn, editors, Advances in Neural Information Processing Systems, volume 11, pages 267--273. MIT Press, USA, 1999. [ bib ]
[259] Evgenia Dimitriadou, Andreas Weingessel, and Kurt Hornik. Voting in clustering and finding the number of clusters. Report 30, SFB “Adaptive Information Systems and Modeling in Economics and Management Science”, 1999. [ bib | http ]
[260] Evgenia Dimitriadou, Andreas Weingessel, and Kurt Hornik. Fuzzy voting in clustering. Report 29, SFB “Adaptive Information Systems and Modeling in Economics and Management Science”, 1999. [ bib | http ]
[261] Haroon R. Chaudhry, Joachim Scharfetter, Kurt Hornik, Karoline Fuchs, Nahid Fathi, Werner Sieghart, Siegfried F. Kasper, and Harald N. Aschauer. Dopamine D3 receptor gene polymorphism and response to medication in pakistani schizophrenic patients. Psychoneuroendocrinology, 23(Supplement 1):S76, 1998. Abstract. [ bib ]
[262] Harald N. Aschauer, Joachim Scharfetter, Kurt Hornik, Karoline Fuchs, Elisabeth Gerhard, Christian Gebhardt, Elisabeth Lenzinger, Kurt Meszaros, Werner Sieghart, and Siegfried Kasper. No association between tardive dyskinesia and serotonine 2a receptor gene mutations. European Neuropsychopharmacology, 8(S2):S227, 1998. Abstract. [ bib ]
[263] Joachim Scharfetter, Haroon R. Chaudhry, Kurt Hornik, Karoline Fuchs, Nahid Fathi, Werner Sieghart, Siegfried Kasper, and Harald N. Aschauer. Dopamine D4 receptor gene polymorphism and response to clozapine in pakistanian schizophrenic patients. Medizinische Genetik, 10(1):182, 1998. Abstract. [ bib ]
[264] Joachim Scharfetter, Haroon R. Chaudhry, Kurt Hornik, Karoline Fuchs, Nahid Fathi, Werner Sieghart, Siegfried Kasper, and Harald N. Aschauer. Dopamine D3 receptor gene polymorphism and respone to medication in pakistanian schizophrenic patients. European Journal of Human Genetics, 6(Supplement 1):177, 1998. Abstract. [ bib ]
[265] Harald N. Aschauer, Joachim Scharfetter, Kurt Hornik, Karoline Fuchs, Elisabeth Gerhard, Christian Gebhardt, Elisabeth Lenzinger, Kurt Meszaros, Werner Sieghart, and Siegfried Kasper. Tardive dyskinesia is not associated to dopamine D3- and to dopamine-beta-hydroxylase genes in Austrian schizophrenics. American Journal of Medical Genetics (Neuropsychiatric Genetics), 81:499, 1998. Abstract. [ bib ]
[266] Joachim Scharfetter, Haroon R. Chaudhry, Kurt Hornik, Karoline Fuchs, Nahid Fathi, Christian Gebhardt, Werner Sieghart, Siegfried Kasper, and Harald N. Aschauer. Association of dopamine D3 receptor gene polymorphism and response to clozapine. American Journal of Medical Genetics (Neuropsychiatric Genetics), 81:499, 1998. Abstract. [ bib ]
[267] Andreas Weingessel, Evgenia Dimitriadou, and Kurt Hornik. A voting scheme for cluster algorithms. Working Paper Series 23, SFB “Adaptive Information Systems and Modeling in Economics and Management Science”, October 1998. [ bib ]
[268] Harald N. Aschauer, M. Albus, Karoline Fuchs, M. Borrmann-Hassenbach, Kurt Hornik, G. Melamed, Joachim Scharfetter, Werner Sieghart, and Siegfried Kasper. Tardive dyskinesia associated to dopamine receptor genes? European Archives of Psychiatry and Clinical Neuroscience, 248(Supplement 2):S133, 1998. Abstract. [ bib ]
[269] Christian Gebhardt, Thomas Füreder, Karoline Fuchs, A. Urmann, Elisabeth Gerhard, Thomas Stompe, Nahid Fathi, Kurt Hornik, Werner Sieghart, Siegfried Kasper, and Harald N. Aschauer. DRD 4 and 5 HT2a receptor gene polymorphisms and novelty seeking and harm avoidance. European Archives of Psychiatry and Clinical Neuroscience, 248(Supplement 2):S95, 1998. Abstract. [ bib ]
[270] Friedrich Leisch, Kurt Hornik, and Chung-Ming Kuan. Monitoring structural changes with the generalized fluctuation test. Working Paper Series 21, SFB “Adaptive Information Systems and Modeling in Economics and Management Science”, October 1998. [ bib ]
[271] Friedrich Leisch, Adrian Trapletti, and Kurt Hornik. On the stationarity of autoregressive neural network models. In Ludwig Cromme and Thorsten Kolb, editors, CoWAN 98: Cottbuser Workshop Aspekte Neuronalen Lernens, Cottbus, Germany, 1998. Shaker Verlag. [ bib ]
[272] A. Urmann, Matthäus Willeit, Angela Heiden, Joachim Scharfetter, Karoline Fuchs, L. Nilsson, E. Miller-Reiter, Christian Gebhardt, Kurt Hornik, Werner Sieghart, Siegfried Kasper, and Harald N. Aschauer. Personality traits in mood disorders: Association with polymorphisms of the dopamine D3 receptor gene? European Psychiatry, 13(Supplement 4):246s, 1998. Abstract. [ bib ]
[273] Harald N. Aschauer, Joachim Scharfetter, Karoline Fuchs, Elisabeth Gerhard, Christian Gebhardt, Elisabeth Lenzinger, Kurt Meszaros, Kurt Hornik, Werner Sieghart, and Siegfried Kasper. Tardive dyskinesia and dopamine 3 receptor gene mutation. European Psychiatry, 13(Supplement 4):213s, 1998. Abstract. [ bib ]
[274] Andreas Weingessel, Martin Natter, and Kurt Hornik. Using independent component analysis for feature extraction and multivariate data projection. Working Paper Series 16, SFB “Adaptive Information Systems and Modeling in Economics and Management Science”, August 1998. [ bib | http ]
[275] Friedrich Leisch, Andreas Weingessel, and Kurt Hornik. On the generation of correlated artificial binary data. Working Paper Series 13, SFB “Adaptive Information Systems and Modeling in Economics and Management Science”, June 1998. [ bib | http ]
[276] A. Urmann, Joachim Scharfetter, Karoline Fuchs, Elisabeth Lenzinger, Kurt Meszaros, Christian Gebhardt, Nahid Fathi, Thomas Stompe, Kurt Hornik, Werner Sieghart, Siegfried Kasper, and Harald N. Aschauer. Genetische Assoziationsstudie zwischen Schizophrenie und DNS-Markern auf Chromosom 6 P. Neuropsychiatrie, 12:65, 1998. Abstract. [ bib ]
[277] Joachim Scharfetter, Haroon R. Chaudhry, Kurt Hornik, Karoline Fuchs, Nahid Fathi, Werner Sieghart, Siegfried Kasper, and Harald N. Aschauer. Zur Genetik des Therapieansprechens: Clozapin und Dopamin-D3-Rezeptor-Genpolymorphismen bei schizophrenen Patienten in Pakistan. Neuropsychiatrie, 12:60, 1998. Abstract. [ bib ]
[278] Elisabeth Lenzinger, Alexander Neumeister, Nicole Praschak-Rieder, Matthäus Willeit, Karoline Fuchs, Elisabeth Gerhard, Werner Sieghart, Kurt Hornik, Siegfried Kasper, and Harald N. Aschauer. The role of the serotonin transporter gene on the behavioral effects of tryptophan depletion in patients with seasonal affective disorder. Neuropsychiatrie, 12:49--50, 1998. Abstract. [ bib ]
[279] Christian Gebhardt, Thomas Füreder, Karoline Fuchs, A. Urmann, Thomas Stompe, Nahid Fathi, Kurt Meszaros, Kurt Hornik, Werner Sieghart, Siegfried Kasper, and Harald N. Aschauer. 5-HT2a receptor gene polymorphism and personality traits. Neuropsychiatrie, 12:39, 1998. Abstract. [ bib ]
[280] Elisabeth Lenzinger, Alexander Neumeister, Nicole Praschak-Rieder, Matthäus Willeit, Karoline Fuchs, Elisabeth Gerhard, Werner Sieghart, Kurt Hornik, Siegfried Kasper, and Harald N. Aschauer. The role of the serotonin transporter gene on the behavioral effects of tryptophan depletion in patients with seasonal affective disorder. ÖGNP, Gmunden, 1998. [ bib ]
[281] Harald N. Aschauer, Martha Feucht, Karoline Fuchs, Ernest Pichlbauer, Kurt Hornik, Joachim Scharfetter, R. Goessler, Thomas Füreder, Nevenka Cvetkovic, Werner Sieghart, and Siegfried Kasper. Possible genetic assiciation between a GABA receptor subunit gene on 15q and childhood absence epilepsy. XXIst CINP Congress, Glasgow, 1998. [ bib ]
[282] Christian Gebhardt, Joachim Scharfetter, Haroon R. Chaudhry, Kurt Hornik, Karoline Fuchs, Nahid Fathi, Werner Sieghart, Siegfried Kasper, and Harald N. Aschauer. Clozapine treatment response and DRD4 gene polymorphism in schizophrenic patients. XXIst CINP Congress, Glasgow, 1998. [ bib ]
[283] Christian Gebhardt, Thomas Füreder, Karoline Fuchs, A. Urmann, Thomas Stompe, Nahid Fathi, Kurt Meszaros, Kurt Hornik, Werner Sieghart, Siegfried Kasper, and Harald N. Aschauer. Harm avoidance and 5TH2a receptor gene polymorphism. 10. Jahrestagung der Deutschen Gesellschaft für Humangenetik, Jena, 1998. [ bib ]
[284] Harald N. Aschauer, Joachim Scharfetter, Karoline Fuchs, Elisabeth Gerhard, Christian Gebhardt, Elisabeth Lenzinger, Kurt Meszaros, Kurt Hornik, Werner Sieghart, and Siegfried Kasper. Tardive dyskinesia and dopamine 3 receptor gene mutation. 9th Congress of the Association of European Psychiatrists, 1998. [ bib ]
[285] Friedrich Leisch, Lakhmi C. Jain, and Kurt Hornik. Cross-validation with active pattern selection for neural network classifiers. IEEE Transactions on Neural Networks, 9(1):35--41, 1998. [ bib | DOI ]
[286] Adrian Trapletti, Friedrich Leisch, and Kurt Hornik. On the stationarity of autoregressive neural network models. Report 21, SFB “Adaptive Information Systems and Modeling in Economics and Management Science”, 1998. [ bib | http ]
[287] Adrian Trapletti, Friedrich Leisch, and Kurt Hornik. Stationary and integrated autoregressive neural network processes. Working Paper Series 24, SFB “Adaptive Information Systems and Modeling in Economics and Management Science”, 1998. [ bib | http ]
[288] Kurt Meszaros, Elisabeth Lenzinger, Thomas Füreder, Kurt Hornik, Ulrike Willinger, Gabriele Fischer, Georg Schöbeck, and Harald N. Aschauer, on Behalf of The European Fluvoxamine in Alcoholism Study Group. The tridimensional personality questionnaire as a predictor of relapse in detoxified alcohol dependents. European Neuropsychopharmacology, 7(Supplement 2):S258--S259, 1997. Abstract. [ bib ]
[289] Elisabeth Lenzinger, Alexander Neumeister, Nicole Praschak-Rieder, Matthäus Willeit, Karoline Fuchs, Elisabeth Gerhard, Thomas Stompe, Werner Sieghart, Kurt Hornik, Siegfried Kasper, and Harald N. Aschauer. Molecular-biology of seasonal affective disorder (SAD). European Neuropsychopharmacology, 7(Supplement 2):S158, September 1997. Abstract. [ bib ]
[290] Harald N. Aschauer, Joachim Scharfetter, Karoline Fuchs, Kurt Hornik, T. Kapitany, Elisabeth Lenzinger, Kurt Meszaros, Haroon R. Chaudhry, Werner Sieghart, and Siegfried Kasper. The search for molecular biological determinants for psycho-pharmacological treatment in schizophrenia. European Neuropsychopharmacology, 7(Supplement 2):S106--107, September 1997. Abstract. [ bib ]
[291] Kurt Meszaros, Elisabeth Lenzinger, Thomas Füreder, Kurt Hornik, Ulrike Willinger, Thomas Stompe, Angela M. Heiden, Eva Resinger, Nahid Fathi, Elisabeth Gerhard, Karoline Fuchs, E. Miller-Reiter, V. Pfersmann, Werner Sieghart, Siegfried Kasper, and Harald N. Aschauer. Schizophrenia linkage studies in austria on chromosome 9q34.3. American Journal of Medical Genetics (Neuropsychiatric Genetics), 74(6):563--564, 1997. Abstract. [ bib ]
[292] Elisabeth Lenzinger, Alexander Neumeister, Nicole Praschak-Rieder, Matthäus Willeit, Karoline Fuchs, Elisabeth Gerhard, Nahid Fathi, Thomas Stompe, Werner Sieghart, Kurt Hornik, Siegfried Kasper, and Harald N. Aschauer. Association study of seasonal affective disorder and receptor genes of serotonin neurotransmission. American Journal of Medical Genetics (Neuropsychiatric Genetics), 74(6):590, 1997. Abstract. [ bib ]
[293] Joachim Scharfetter, Martha Feucht, Karoline Fuchs, T. Füreder, R. Gößler, Nevenka Cvetkovic, Ernest Pichlbauer, Kurt Hornik, Werner Sieghart, Siegfried Kasper, and Harald N. Aschauer. Association study of GABA-A receptor subunit genes and childhood absence epilepsy. American Journal of Medical Genetics (Neuropsychiatric Genetics), 74(6):636, 1997. Abstract. [ bib ]
[294] Harald N. Aschauer, Joachim Scharfetter, Karoline Fuchs, Kurt Hornik, Haroon R. Chaudhry, Elisabeth Gerhard, Nahid Fathi, Elisabeth Lenzinger, Kurt Meszaros, Werner Sieghart, and Siegfried Kasper. Predicting neuroleptic response: Evaluation of variations in candidate genes. American Journal of Medical Genetics (Neuropsychiatric Genetics), 74(6):641, 1997. Abstract. [ bib ]
[295] Elisabeth Lenzinger, Kurt Meszaros, Thomas Füreder, Thomas Stompe, G. Ortwein-Swoboda, Ulrike Willinger, Nahid Fathi, Elisabeth Gerhard, Karoline Fuchs, Werner Sieghart, Kurt Hornik, Siegfried Kasper, and Harald N. Aschauer. Schizophrenia and dopamine D2, D3, and serotonin 2A receptor genes: Results of an association study using OPCRIT. American Journal of Medical Genetics (Neuropsychiatric Genetics), 74(6):645, 1997. Abstract. [ bib ]
[296] Harald N. Aschauer, Joachim Scharfetter, Karoline Fuchs, Kurt Hornik, Haroon R. Chaudry, Elisabeth Gerhard, Nahid Fathi, Elisabeth Lenzinger, Kurt Meszaros, Werner Sieghart, and Siegfried Kasper. Association of neuroleptic response and variations in candidate genes in schizophrenia. Pharmacopsychiatry, 30:147, 1997. Abstract. [ bib ]
[297] Harald N. Aschauer, Joachim Scharfetter, Karoline Fuchs, Haroon R. Chaudhry, Thomas Füreder, Elisabeth Gerhard, Elisabeth Lenzinger, Kurt Meszaros, Kurt Hornik, Werner Sieghart, and Siegfried Kasper. Dopamine and serotonin receptor genotypes and therapeutic response to neuroleptics in schizophrenia. Biological Psychiatry, 42:137S, 1997. Abstract. [ bib ]
[298] Elisabeth Lenzinger, Alexander Neumeister, N. Praschak-Rieder, Matthäus Willeit, Thomas Füreder, Karoline Fuchs, Elisabeth Gerhard, Thomas Stompe, Werner Sieghart, Kurt Hornik, Siegfried Kasper, and Harald N. Aschauer. Molecular biology of seasonal affective disorder (SAD). Biological Psychiatry, 42(Supplement 1):101S, July 1997. Abstract. [ bib ]
[299] Thomas Füreder, Harald N. Aschauer, Kurt Meszaros, Elisabeth Lenzinger, Kurt Hornik, Karoline Fuchs, Werner Sieghart, L. Yang, H. W. Moises, and Siegfried Kasper. Two-trait-locus linkage analysis: An application to schizophrenia. Biological Psychiatry, 42(Supplement 1):98S--99S, July 1997. Abstract. [ bib ]
[300] Kurt Meszaros, Elisabeth Lenzinger, Thomas Füreder, Ulrike Willinger, Georg Schönbeck, Kurt Hornik, and Harald N. Aschauer, for the European Fluvoxamine in Alcoholism Study Group. The tridimensional personality questionnaire as a predictor of relapse in detoxified alcohol dependents. Biological Psychiatry, 42:34S, 1997. Abstract. [ bib ]
[301] Kurt Hornik. Neural networks: A statistician's (possible) view. In Rüdiger Klar and Otto Opitz, editors, Classification and Knowledge Organization (Proceedings of the 20th Annual Conference of the Gesellschaft für Klassifikation e.V., University of Freiburg, March 6--8, 1996), Studies in Classification, Data Analysis, and Knowledge Organization, pages 112--122, Berlin, 1997. Springer Verlag. ISBN 3-540-62981-5. [ bib ]
[302] Andreas Weingessel, Horst Bischof, Kurt Hornik, and Friedrich Leisch. Adaptive combination of PCA and VQ networks. IEEE Transactions on Neural Networks, 8:1208--1211, 1997. [ bib | DOI ]
[303] Andreas Weingessel and Kurt Hornik. SVD algorithms: APEX-like versus subspace methods. Neural Processing Letters, 5:177--184, 1997. [ bib ]
[304] Friedrich Leisch and Kurt Hornik. Combining neural network voting classifiers and error correcting output codes. In Ivan Frollo and Anna Plačková, editors, MEASUREMENT '97, pages 266--269, Slovak Academy of Sciences (Dúbravska cesta 9, 842 19 Bratislava, Slovak Republic), 1997. Institute of Measurement Science. ISBN 80-967402-1-0. [ bib | .ps.gz ]
[305] Andreas Weingessel, Horst Bischof, and Kurt Hornik. The adaptive network combined for data compression. In Ivan Frollo and Anna Plačková, editors, MEASUREMENT '97, pages 249--253, Slovak Academy of Sciences (Dúbravska cesta 9, 842 19 Bratislava, Slovak Republic), 1997. Institute of Measurement Science. ISBN 80-967402-1-0. [ bib | .ps.gz ]
[306] Friedrich Leisch and Kurt Hornik. Error-dependent resampling for artificial neural network classifiers. In Bernd Kröplin, editor, Neuronale Netze in den Ingenieurwissenschaften, pages 1--14, Universität Stuttgart (Pfaffenwaldring 27, 70569 Stuttgart, Germany), 1997. Institut für Statik und Dynamik der Luft- und Raumfahrtkonstruktionen (ISD). ISBN 3-930683-18-0. [ bib | .ps.gz ]
[307] Friedrich Leisch and Kurt Hornik. ARC-LH: A new adaptive resampling algorithm for improving ANN classifiers. In Michael C. Mozer, Michael I. Jordan, and Thomas Petsche, editors, Advances in Neural Information Processing Systems, volume 9, pages 522--528. The MIT Press, 1997. [ bib ]
[308] Kurt Meszaros, Elisabeth Lenzinger, Kurt Hornik, Georg Schönbeck, Reinhold Hatzinger, Gerhard Langer, Werner Sieghart, and Harald N. Aschauer. Biperiden and haloperidol plasma levels, and extrapyramidal side effects in schizophrenic patients. Neuropsychobiology, 36:69--72, 1997. [ bib ]
[309] Peter Auer and Kurt Hornik. The number of points of an empirical or Poisson process covered by unions of sets. Journal of Multivariate Analysis, 57(1):37--51, April 1996. [ bib | DOI ]
[310] Peter Auer and Kurt Hornik. Limit laws for the maximal and minimal increments of the Poisson process. Studia Scientiarum Mathematicarum Hungarica, 31:1--13, 1996. [ bib ]
[311] Pierre Baldi and Kurt Hornik. Universal approximation and learning of trajectories using oscillators. In David S. Touretzky, Michael C. Mozer, and Michael E. Hasselmo, editors, Advances in Neural Information Processing Systems, volume 8, pages 451--457. The MIT Press, 1996. [ bib ]
[312] Elisabeth Lenzinger, Kurt Meszaros, Kurt Hornik, Peter Parzer, Eva Hollerer, Gerhard Langer, Franz Resch, and J. J. Legros. Correlation between vasopressin baseline and TSH-blunting in depressives. Biological Psychiatry, 39(5):341--345, March 1996. [ bib ]
[313] Kurt Meszaros, Elisabeth Lenzinger, Thomas Füreder, Kurt Hornik, Ulrike Willinger, K. E. Isenberg, R. D. Todd, C. R. Cloninger, T. Reich, Karoline Fuchs, Werner Sieghart, and Harald N. Aschauer. Der Einfluß des Phänotyps auf das Ergebnis einer Linkage-Analyse bei Schizophrenie. Fortschritte für Neurologie und Psychiatrie, 64(SH 2):93, 1996. Abstract, in German. [ bib ]
[314] Kurt Meszaros, Elisabeth Lenzinger, Thomas Füreder, Kurt Hornik, Ulrike Willinger, K. E. Isenberg, R. D. Todd, C. R. Cloninger, T. Reich, Karoline Fuchs, Werner Sieghart, and Harald N. Aschauer. The influence of phenotype on the outcome of linkage analysis of schizophrenia. Schizophrenia Research, 22(1):89--90, October 1996. [ bib ]
[315] Kurt Meszaros, Elisabeth Lenzinger, Thomas Füreder, Kurt Hornik, Ulrike Willinger, Thomas Stompe, Angela M. Heiden, Eva Resinger, Nahid Fathi, Elisabeth Gerhard, Karoline Fuchs, Werner Sieghart, Harald Aschauer, and Siegfried Kasper. Schizophrenia and the dopamine-β-hydroxylase gene: Results of a linkage and association study. Psychiatric Genetics, 6:17--22, 1996. [ bib ]
[316] Kurt Meszaros, Elisabeth Lenzinger, Kurt Hornik, Thomas Füreder, Ulrike Willinger, Nahid Fathi, Elisabeth Gerhard, Karoline Fuchs, Werner Sieghart, Siegfried Kasper, and Harald N. Aschauer. Dopamine D2, D3 and serotonin 2A receptor genes in schizophrenia: Results of an association study. Psychiatric Genetics, 6:141, 1996. Abstract. [ bib ]
[317] Andreas Weingessel, Horst Bischof, and Kurt Hornik. Hierarchies of autoassociators. In Proceedings 13th International Conference on Pattern Recognition, volume IV, pages 200--204. IEEE Computer Society, 1996. [ bib | .ps.gz ]
[318] Herbert Dawid and Kurt Hornik. The dynamics of genetic algorithms in interactive environments. Journal of Network and Computer Applications, 19(1):5--19, January 1996. [ bib ]
[319] Thomas Füreder, Elisabeth Lenzinger, Kurt Meszaros, K. E. Isenberg, R. D. Todd, C. R. Cloninger, Kurt Hornik, and Harald N. Aschauer. Computer simulation methods in schizophrenia linkage analyses on chromosome 2q21. Psychiatric Genetics, 5:S53, 1995. Abstract. [ bib ]
[320] Friedrich Leisch, Lakhmi C. Jain, and Kurt Hornik. NN classifiers: Reducing the computational cost of cross-validation by active pattern selection. In Artificial Neural Networks and Expert Systems, volume 2. IEEE Computer Society Press, Los Alamitos, CA, 1995. [ bib | .ps.gz ]
[321] Horst Bischof and Kurt Hornik. Image compression by PCA pyramids. In M. Karovicová and A. Placková, editors, Proceedings of MEASUREMENT 95 (Smolenice, SK), pages 7--17, Slovak Academy of Sciences (Dúbravska cesta 9, 842 19 Bratislava, Slovak Republic), 1995. Institute of Measurement Science. [ bib ]
[322] Horst Bischof and Kurt Hornik. PCA pyramids for image compression. In Gerald Tesauro, David Touretzky, and Joshua Alspector, editors, Advances in Neural Information Processing Systems 7, pages 941--948, Palo Alto, CA, 1995. Morgan Kaufmann Publishers. [ bib ]
[323] Chia-Shang Chu, Kurt Hornik, and Chung-Ming Kuan. MOSUM tests for parameter constancy. Biometrika, 82(3):603--617, 1995. [ bib | DOI ]
[324] Chia-Shang Chu, Kurt Hornik, and Chung-Ming Kuan. A moving-estimates test for parameter stability. Econometric Theory, 11(4):669--720, 1995. [ bib | http ]
[325] Chung-Ming Kuan and Kurt Hornik. The generalized fluctuation test: A unifying view. Econometric Reviews, 14:135--161, 1995. [ bib | DOI ]
[326] Pierre Baldi, Yves Chauvin, and Kurt Hornik. Back-propagation and unsupervised learning in linear networks. In Yves Chauvin and David E. Rumelhart, editors, Back Propagation: Theory, Architectures and Applications, pages 389--432. Lawrence Earlbaum Associates, Hillsdale, NJ, 1995. [ bib ]
[327] Pierre Baldi and Kurt Hornik. Learning in linear neural networks: A survey. IEEE Transactions on Neural Networks, NN-6(4):837--858, July 1995. [ bib | DOI ]
[328] Friedrich Leisch, Lakhmi C. Jain, and Kurt Hornik. Performance measures for NN classifiers. In Lakhmi C. Jain, editor, Edited Proceedings of ETD2000, Los Alamitos, CA, 1995. IEEE Computer Society Press. [ bib | .ps.gz ]
[329] Chung-Ming Kuan, Kurt Hornik, and Halbert White. A convergence result for learning in recurrent neural networks. Neural Computation, 6:420--440, 1994. [ bib | DOI ]
[330] Kurt Hornik, Maxwell Stinchcombe, Halbert White, and Peter Auer. Degree of approximation results for feedforward network approximating unknown functions and their derivatives. Neural Computation, 6:1262--1275, 1994. [ bib | DOI ]
[331] Kurt Hornik and Chung-Ming Kuan. Gradient-based learning in recurrent networks. Neural Network World, 4:157--172, 1994. [ bib ]
[332] Kurt Hornik. Neural networks: More than `statistics for amateurs'? In Rudolf Dutter and Wilfried Grossmann, editors, COMPSTAT 1994: Proceedings in Computational Statistics, pages 223--235, Heidelberg, Germany, 1994. Physika Verlag. [ bib ]
[333] Peter Auer and Kurt Hornik. On the number of points of a homogeneous Poisson process. Journal of Multivariate Analysis, 48:115--156, 1994. [ bib | DOI ]
[334] Chung-Ming Kuan, Kurt Hornik, and Tung Liu. Recurrent back-propagation and Newton algorithms for training recurrent neural networks. In J. L. Flanagan, R. J. Mammone, A. E. Brandstein, E. R. Pike, S. C. A. Thomopoulos, M-P. Boyer, H. K. Huang, and O. M. Ratib, editors, Substance Identification Analytics, volume 2093 of Europto Series, pages 220--229. SPIE--The International Society for Optical Engineering, Bellingham, WA, 1994. ISBN 0-8194-1366-6. [ bib | .ps.gz ]
[335] Kostas Diamantaras and Kurt Hornik. Noisy principal component analysis. In Júlia Volaufová and Viktor Witkovský, editors, Proceedings of MEASUREMENT 93 (Smolenice, SK), Slovak Academy of Sciences (Dúbravska cesta 9, 842 19 Bratislava, Slovak Republic), 1993. Institute of Measurement Science. [ bib | .ps.gz ]
[336] Kurt Hornik. Noisy linear networks. In Richard Mammone, editor, Artificial Neural Networks for Speech and Vision, pages 37--44, London, 1993. Chapman & Hall. [ bib | .ps.gz ]
[337] Kurt Hornik. Some new results on neural network approximation. Neural Networks, 6:1069--1072, 1993. [ bib | DOI ]
[338] Kurt Hornik. On the distribution of functionals of stationary gaussian processes. Statistics & Probability Letters, 18:389--395, 1993. [ bib ]
[339] Chung-Ming Kuan and Kurt Hornik. Implementing recurrent networks. In Kumpati S. Narendra, editor, Proceedings of the Seventh Yale Workshop on Adaptive and Learning Systems, pages 64--68, New Haven, 1992. Yale University. [ bib ]
[340] Kurt Hornik and Chung-Ming Kuan. Convergence analysis of local feature extraction algorithms. Neural Networks, 5:229--240, 1992. [ bib | DOI ]
[341] Chung-Ming Kuan and Kurt Hornik. Convergence of learning algorithms with constant learning rates. IEEE Transactions on Neural Networks, NN-2:484--489, 1991. [ bib | DOI ]
[342] Chung-Ming Kuan and Kurt Hornik. Learning in a partially hard-wired recurrent network. Neural Network World, 1:39--45, 1991. [ bib ]
[343] Kurt Hornik. On some large deviation probabilities for finite Markov processes. Studia Scientiarum Mathematicarum Hungarica, 26:355--362, 1991. [ bib ]
[344] Kurt Hornik. Functional learning and approximation in artificial neural networks. Neural Network World, 1:257--266, 1991. [ bib ]
[345] Kurt Hornik. Approximation capabilities of multilayer feedforward networks. Neural Networks, 4:251--257, 1991. [ bib | DOI ]
[346] Peter Auer, Kurt Hornik, and Pál Révész. Some limit theorems for the homogeneous Poisson process. Statistics & Probability Letters, 12:91--96, 1991. [ bib ]
[347] Chung-Ming Kuan, Kurt Hornik, and Halbert White. Some convergence results for learning in recurrent neural networks. In Kumpati S. Narendra, editor, Proceedings of the Sixth Yale Workshop on Adaptive and Learning Systems, pages 103--109, New Haven, 1990. Yale University. [ bib ]
[348] Kurt Hornik, Maxwell Stinchcombe, and Halbert White. Universal approximation of an unknown function and its derivatives using multilayer feedforward networks. Neural Networks, 3:551--560, 1990. [ bib ]
[349] Kurt Hornik. On Whittle's approximation in spectral analysis of stationary gaussian time series. In Endre Csáki and Pál Révész, editors, Limit Theorems in Probability and Statistics, number 57 in Colloquia Mathematica Societatis János Bolyai, pages 255--270. North-Holland, 1990. [ bib ]
[350] Kurt Hornik. Exponential rate optimal estimation of the generator of a finite Markov process. Statistics & Decisions, 8:101--113, 1990. [ bib ]
[351] Pierre Baldi, Yves Chauvin, and Kurt Hornik. Supervised and unsupervised learning in neural networks. In Proceedings of the INNC 90 Paris, pages II: 825--828. IEEE Press, 1990. [ bib ]
[352] Pierre Baldi and Kurt Hornik. Neural networks and Principal Component Analysis: Learning from examples without local minima. Neural Networks, 2:53--58, 1989. [ bib | DOI ]
[353] Kurt Hornik, Maxwell Stinchcombe, and Halbert White. Multilayer feedforward networks are universal approximators. Neural Networks, 2:359--366, 1989. [ bib | DOI ]
[354] Kurt Hornik. Neurale Netze und Anwendungsmöglichkeiten in der Statistik. Österreichische Zeitschrift für Statistik und Informatik, 19:282--288, 1989. In German. [ bib ]
[355] Kurt Hornik. Asymptotically optimal tests of hypotheses on the generator of a finite Markov process. Journal of Statistical Planning and Inference, 23:345--352, 1989. [ bib | DOI ]
[356] Kurt Hornik. On the behavior of type II errors. Statistics & Decisions, 6:379--383, 1988. [ bib ]
[357] Kurt Hornik. On asymptotically optimal tests. Journal of Statistical Planning and Inference, 20:131--154, 1988. [ bib ]
[358] Kurt Hornik. Asymptotically optimal tests for finite Markov chains. Publications de l'Institut de Statistique de l'Université de Paris, 32:43--58, 1987. [ bib ]

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Kurt.Hornik@wu.ac.at