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1

Multilayer feedforward networks are universal approximators

Kurt Hornik, Maxwell Stinchcombe, Halbert White

Journal:

Neural Networks

Year:

1989

Language:

english

File:

PDF, 1.08 MB

english, 1989

2

Approximation capabilities of multilayer feedforward networks

Journal:

Neural Networks

Year:

1991

Language:

english

File:

PDF, 700 KB

english, 1991

3

Neural networks and principal component analysis: Learning from examples without local minima

Pierre Baldi, Kurt Hornik

Journal:

Neural Networks

Year:

1989

Language:

english

File:

PDF, 657 KB

english, 1989

4

Universal approximation of an unknown mapping and its derivatives using multilayer feedforward networks

Kurt Hornik, Maxwell Stinchcombe, Halbert White

Journal:

Neural Networks

Year:

1990

Language:

english

File:

PDF, 1.01 MB

english, 1990

5

Testing and dating of structural changes in practice

Achim Zeileis, Christian Kleiber, Walter Krämer, Kurt Hornik

Journal:

Computational Statistics & Data Analysis

Year:

2003

Language:

english

File:

PDF, 267 KB

english, 2003

6

Forecasting sports tournaments by ratings of (prob)abilities: A comparison for the EURO 2008

Christoph Leitner, Achim Zeileis, Kurt Hornik

Journal:

International Journal of Forecasting

Year:

2010

Language:

english

File:

PDF, 472 KB

english, 2010

7

Open-source machine learning:Rmeets Weka

Kurt Hornik, Christian Buchta, Achim Zeileis

Journal:

Computational Statistics

Year:

2009

Language:

english

File:

PDF, 183 KB

english, 2009

8

Unbiased Recursive Partitioning: A Conditional Inference Framework

Hothorn, Torsten, Hornik, Kurt, Zeileis, Achim

Journal:

Journal of Computational and Graphical Statistics

Year:

2006

Language:

english

File:

PDF, 478 KB

english, 2006

9

The support vector machine under test

David Meyer, Friedrich Leisch, Kurt Hornik

Journal:

Year:

2003

Language:

english

File:

PDF, 285 KB

english, 2003

10

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

Jonathan Chick, Harald Aschauer, Kurt Hornik

Journal:

Drug and Alcohol Dependence

Year:

2004

Language:

english

File:

PDF, 107 KB

english, 2004

11

Multivariate ordinal regression models: an analysis of corporate credit ratings

Hirk, Rainer, Hornik, Kurt, Vana, Laura

Journal:

Statistical Methods & Applications

Year:

2018

Language:

english

File:

PDF, 780 KB

english, 2018

12

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

Ursula Bailer, Martina de Zwaan, Friedrich Leisch, Alexandra Strnad, Claudia Lennkh-Wolfsberg, Nadia El-Giamal, Kurt Hornik, Siegfried Kasper

Journal:

Journal of Eating Disorders

Year:

2004

Language:

english

File:

PDF, 119 KB

english, 2004

13

The dynamics of genetic algorithms in interactive environments

Herbert Dawid, Kurt Hornik

Journal:

Journal of Network and Computer Applications

Year:

1996

Language:

english

File:

PDF, 286 KB

english, 1996

14

On the number of points of a homogeneous poisson process

Peter Auer, Kurt Hornik

Journal:

Journal of Multivariate Analysis

Year:

1994

Language:

english

File:

PDF, 1.31 MB

english, 1994

15

Selective association rule generation

Michael Hahsler, Christian Buchta, Kurt Hornik

Journal:

Computational Statistics

Year:

2008

Language:

english

File:

PDF, 297 KB

english, 2008

16

The Comprehensive R Archive Network

Journal:

Wiley Interdisciplinary Reviews: Computational Statistics

Year:

2012

Language:

english

File:

PDF, 548 KB

english, 2012

17

Amos-type bounds for modified Bessel function ratios

Hornik, Kurt, Grün, Bettina

Journal:

Journal of Mathematical Analysis and Applications

Year:

2013

Language:

english

File:

PDF, 342 KB

english, 2013

18

How to derive consensus among various marketing journal rankings?

Theuβl, Stefan, Reutterer, Thomas, Hornik, Kurt

Journal:

Journal of Business Research

Year:

2014

Language:

english

File:

PDF, 713 KB

english, 2014

19

Making friends and communicating on Facebook: Implications for the access to social capital

Bohn, Angela, Buchta, Christian, Hornik, Kurt, Mair, Patrick

Journal:

Social Networks

Year:

2014

Language:

english

File:

PDF, 751 KB

english, 2014

20

Influencing elections with statistics: Targeting voters with logistic regression trees

Rusch, Thomas, Lee, Ilro, Hornik, Kurt, Jank, Wolfgang, Zeileis, Achim

Journal:

The Annals of Applied Statistics

Year:

2013

Language:

english

File:

PDF, 742 KB

english, 2013

21

Supplement: The International Workshop on the Health Effects of Thorotrast, Radium, Radon and Other Alpha-Emitters 1999 || The German Thorotrast Study: Recent Results and Assessment of Risks

Gerhard van Kaick, Andreas Dalheimer, Sakiko Hornik, Alexander Kaul, Dagmar Liebermann, Hertha Lührs, Andreas Spiethoff, Kurt Wegener and H. Wesch

Journal:

Radiation Research

Year:

1999

Language:

english

File:

PDF, 1.07 MB

english, 1999

22

The Design and Analysis of Benchmark Experiments

Hothorn, Torsten, Leisch, Friedrich, Zeileis, Achim, Hornik, Kurt

Journal:

Journal of Computational and Graphical Statistics

Year:

2005

Language:

english

File:

PDF, 465 KB

english, 2005

23

[Lecture Notes in Computer Science] Artificial Neural Networks — ICANN 2001 Volume 2130 || A Variational Approach to Robust Regression

Dorffner, Georg, Bischof, Horst, Hornik, Kurt

Year:

2001

Language:

english

File:

PDF, 283 KB

english, 2001

24

Computing a journal meta-ranking using paired comparisons and adaptive lasso estimators

Vana, Laura, Hochreiter, Ronald, Hornik, Kurt

Journal:

Year:

2016

Language:

english

File:

PDF, 555 KB

english, 2016

25

The Moving-Estimates Test for Parameter Stability

Chu, Chia-Shang James, Hornik, Kurt, Kuan, Chung-Ming

Journal:

Econometric Theory

Year:

1995

Language:

english

File:

PDF, 902 KB

english, 1995

26

Monitoring Structural Change in Dynamic Econometric Models

Achim Zeileis, Friedrich Leisch, Christian Kleiber and Kurt Hornik

Journal:

Journal of Applied Econometrics

Year:

2005

Language:

english

File:

PDF, 2.53 MB

english, 2005

27

A data mining framework for targeted category promotions

Reutterer, Thomas, Hornik, Kurt, March, Nicolas, Gruber, Kathrin

Journal:

Journal of Business Economics

Year:

2017

Language:

english

File:

PDF, 632 KB

english, 2017

28

New probabilistic interest measures for association rules

Hahsler, Michael, Hornik, Kurt

Journal:

Intelligent Data Analysis

Year:

2007

Language:

english

File:

PDF, 282 KB

english, 2007

29

Homozygosity of the interleukin-10 receptor 1 G330R allele is associated with schizophrenia

Alexandra Schosser, Harald N. Aschauer, Dieter B. Wildenauer, Sibylle G. Schwab, Margot Albus, Wolfgang Maier, Monika Schloegelhofer, Friedrich Leisch, Kurt Hornik, Sarah S. Murray, Christoph Gasche

Journal:

American Journal of Medical Genetics Part B: Neuropsychiatric Genetics

Year:

2007

Language:

english

File:

PDF, 62 KB

english, 2007

30

Book Review: A Handbook of Statistical Analyses Using R. By Brian S. Everitt and Torsten Hothorn

Journal:

Biometrical Journal

Year:

2007

Language:

english

File:

PDF, 36 KB

english, 2007

31

Monitoring structural change in dynamic econometric models

Achim Zeileis, Friedrich Leisch, Christian Kleiber, Kurt Hornik

Journal:

Journal of Applied Econometrics

Year:

2005

Language:

english

File:

PDF, 232 KB

english, 2005

32

On the distribution of functionals of stationary Gaussian processes

Journal:

Statistics & Probability Letters

Year:

1993

Language:

english

File:

PDF, 390 KB

english, 1993

33

Escaping RGBland: Selecting colors for statistical graphics

Achim Zeileis, Kurt Hornik, Paul Murrell

Journal:

Computational Statistics & Data Analysis

Year:

2009

Language:

english

File:

PDF, 2.49 MB

english, 2009

34

Letters to the editor

Kurt Hornik, Maxwell B. Stinchcombe, Halbert White

Journal:

Neural Networks

Year:

1993

Language:

english

File:

PDF, 83 KB

english, 1993

35

R Version 2.0.0

Kurt Hornik, Friedrich Leisch

Journal:

Computational Statistics

Year:

2004

Language:

english

File:

PDF, 224 KB

english, 2004

36

R Version 2.1.0

Kurt Hornik, Friedrich Leisch

Journal:

Computational Statistics

Year:

2005

Language:

english

File:

PDF, 309 KB

english, 2005

37

Prospects and challenges inRpackage development

Stefan Theußl, Uwe Ligges, Kurt Hornik

Journal:

Computational Statistics

Year:

2011

Language:

english

File:

PDF, 230 KB

english, 2011

38

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

Marion Sabine Rauner, Achim Zeiles, Michaela-Maria Schaffhauser-Linzatti, Kurt Hornik

Journal:

Year:

2003

Language:

english

File:

PDF, 155 KB

english, 2003

39

Determinants of heterogeneity in European credit ratings

Kurt Hornik, Rainer Jankowitsch, Manuel Lingo, Stefan Pichler, Gerhard Winkler

Journal:

Financial Markets and Portfolio Management

Year:

2010

Language:

english

File:

PDF, 448 KB

english, 2010

40

Generalized M-fluctuation tests for parameter instability

Achim Zeileis, Kurt Hornik

Journal:

Statistica Neerlandica

Year:

2007

Language:

english

File:

PDF, 668 KB

english, 2007

41

The Tridimensional Personality Questionnaire as a Predictor of Relapse in Detoxified Alcohol Dependents

Kurt Meszaros, Elisabeth Lenzinger, Kurt Hornik, Thomas Füreder, Ulrike Willinger, Gabriele Fischer, Georg Schönbeck, Harald N. Aschauer, on behalf of The European Fluvoxamine in Alcoholism Study Grou

Journal:

Alcoholism: Clinical and Experimental Research

Year:

1999

Language:

english

File:

PDF, 408 KB

english, 1999

42

SVD Algorithms: APEX-like versus Subspace Methods

Andreas Weingessel, Kurt Hornik

Journal:

Neural Processing Letters

Year:

1997

Language:

english

File:

PDF, 71 KB

english, 1997

43

A quantitative comparison of functional MRI cluster analysis

Evgenia Dimitriadou, Markus Barth, Christian Windischberger, Kurt Hornik, Ewald Moser

Journal:

Artificial Intelligence in Medicine

Year:

2004

Language:

english

File:

PDF, 341 KB

english, 2004

44

Modelling human immunodeficiency virus ribonucleic acid levels with finite mixtures for censored longitudinal data

Bettina Grün, Kurt Hornik

Journal:

Journal of the Royal Statistical Society: Series C (Applied Statistics)

Year:

2012

Language:

english

File:

PDF, 1.02 MB

english, 2012

45

Tourette's syndrome is not associated with interleukin-10 receptor 1 variants on chromosome 11q23.3

Jochen Kindler, Alexandra Schosser, Mara Stamenkovic, Monika Schloegelhofer, Friedrich Leisch, Kurt Hornik, Harald Aschauer, Christoph Gasche

Journal:

Psychiatry Research

Year:

2008

Language:

english

File:

PDF, 136 KB

english, 2008

46

Association study of schizophrenia spectrum disorders and dopamine D3 receptor gene: is schizoaffective disorder special?

Kurt Meszaros, Elisabeth Lenzinger, Kurt Hornik, Thomas Füreder, Thomas Stompe, Ulrike Willinger, Angela Heiden, Nahid Fathi, Elisabeth Gerhard, Karoline Fuchs, Werner Sieghart, Siegfried Kasper, Hara

Journal:

Psychiatry Research

Year:

2000

Language:

english

File:

PDF, 73 KB

english, 2000

47

Behavioral effects of tryptophan depletion in seasonal affective disorder associated with the serotonin transporter gene?

Elisabeth Lenzinger, Alexander Neumeister, Nicole Praschak-Rieder, Karoline Fuchs, Elisabeth Gerhard, Mattheus Willeit, Werner Sieghart, Siegfried F Kasper, Kurt Hornik, Harald N. Aschauer

Journal:

Psychiatry Research

Year:

1999

Language:

english

File:

PDF, 94 KB

english, 1999

48

A Lego System for Conditional Inference

Hothorn, Torsten, Hornik, Kurt, van de Wiel, Mark A, Zeileis, Achim

Journal:

The American Statistician

Year:

2006

Language:

english

File:

PDF, 236 KB

english, 2006

49

[Lecture Notes in Computer Science] Artificial Neural Networks — ICANN 2001 Volume 2130 || Comparison of Wavelet Thresholding Methods for Denoising ECG Signals

Dorffner, Georg, Bischof, Horst, Hornik, Kurt

Year:

2001

Language:

english

File:

PDF, 263 KB

english, 2001

50

[Lecture Notes in Computer Science] Artificial Neural Networks — ICANN 2001 Volume 2130 || Gaussian Processes for Model Fusion

Dorffner, Georg, Bischof, Horst, Hornik, Kurt

Year:

2001

Language:

english

File:

PDF, 195 KB

english, 2001

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