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Author
Kurt Hornik
also known as Dorffner, Georg 1962-, Hornik, K., Hornik, Kurt
Vienna University of Economics and Business · University of Applied Sciences Technikum Wien · Johannes Kepler University of Linz · Western University
About this author
Works
598
Cited by
73,614
h-index
72
i10
173
ORCID ↗
Top papers
Multilayer feedforward networks are universal approximators
Kurt Hornik, Maxwell B. Stinchcombe, Halbert White
·
1989
·
Neural Networks
↗ 21,001
Bioconductor: open software development for computational biology and bioinformatics
Robert Gentleman, Vincent J. Carey, Douglas M. Bates, et al.
·
2004
·
Genome biology
↗ 12,498
OA
Approximation capabilities of multilayer feedforward networks
Kurt Hornik
·
1991
·
Neural Networks
↗ 6,033
Unbiased Recursive Partitioning: A Conditional Inference Framework
Torsten Hothorn, Kurt Hornik, Achim Zeileis
·
2006
·
Journal of Computational and Graphical Statistics
↗ 4,029
OA
Universal approximation of an unknown mapping and its derivatives using multilayer feedforward networks
Kurt Hornik, Maxwell B. Stinchcombe, Halbert White
·
1990
·
Neural Networks
↗ 2,110
<b>kernlab</b>- An<i>S4</i>Package for Kernel Methods in<i>R</i>
Alexandros Karatzoglou, Alex Smola, Kurt Hornik, et al.
·
2004
·
Journal of Statistical Software
↗ 1,830
OA
Implementing a Class of Permutation Tests: The<b>coin</b>Package
Torsten Hothorn, Kurt Hornik, Mark A. van de Wiel, et al.
·
2008
·
Journal of Statistical Software
↗ 1,487
OA
Neural networks and principal component analysis: Learning from examples without local minima
Pierre Baldi, Kurt Hornik
·
1989
·
Neural Networks
↗ 1,391
Text Mining Infrastructure in<i>R</i>
Ingo Feinerer, Kurt Hornik, David Meyer
·
2008
·
Journal of Statistical Software
↗ 1,137
OA
<b>topicmodels</b>: An<i>R</i>Package for Fitting Topic Models
Bettina Grün, Kurt Hornik
·
2011
·
Journal of Statistical Software
↗ 1,069
OA
<b>strucchange</b>: An<i>R</i>Package for Testing for Structural Change in Linear Regression Models
Achim Zeileis, Friedrich Leisch, Kurt Hornik, et al.
·
2002
·
Journal of Statistical Software
↗ 1,032
OA
A Lego System for Conditional Inference
Torsten Hothorn, Kurt Hornik, Mark A. van de Wiel, et al.
·
2006
·
The American Statistician
↗ 903
Books
Gradient-based learning in recurrent networks
1993
·
College of Commerce and Business Administration, University of Illinois at Urbana-Champaign
R
2011
·
Pearson Education Deutschland GmbH
Artificial Neural Networks - ICANN 2001
2003
·
Springer London, Limited