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Author ID: hornik.kurt Recent zbMATH articles by "Hornik, Kurt"
Published as: Hornik, Kurt; Hornik, K.
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Publications by Year

Citations contained in zbMATH Open

35 Publications have been cited 1,476 times in 1,427 Documents Cited by Year
Multilayer feedforward networks are universal approximators. Zbl 1383.92015
Hornik, Kurt; Stinchcombe, Maxwell; White, Halbert
1989
Monitoring structural changes with the generalized fluctuation test. Zbl 0967.62067
Leisch, Friedrich; Hornik, Kurt; Kuan, Chung-Ming
41
2000
MOSUM tests for parameter constancy. Zbl 0830.62079
Chu, Chia-Shang J.; Hornik, Kurt; Kuan, Chung-Ming
40
1995
The generalized fluctuation test: A unifying view. Zbl 0832.62085
Kuan, Chung-Ming; Hornik, Kurt
32
1995
Degree of approximation results for feedforward networks approximating unknown mappings and their derivatives. Zbl 0846.60088
Hornik, Kurt; Stinchcombe, Maxwell; White, Halbert; Auer, Peter
29
1994
Generalized \(M\)-fluctuation tests for parameter instability. Zbl 1152.62014
Zeileis, Achim; Hornik, Kurt
25
2007
Testing and dating of structural changes in practice. Zbl 1429.62307
Zeileis, Achim; Kleiber, Christian; Krämer, Walter; Hornik, Kurt
24
2003
Amos-type bounds for modified Bessel function ratios. Zbl 1309.33011
Hornik, Kurt; Grün, Bettina
18
2013
Open-source machine learning: R meets Weka. Zbl 1232.62007
Hornik, Kurt; Buchta, Christian; Zeileis, Achim
10
2009
On maximum likelihood estimation of the concentration parameter of von Mises-Fisher distributions. Zbl 1306.65071
Hornik, Kurt; Grün, Bettina
10
2014
Voting-merging: An ensemble method for clustering. Zbl 1005.68932
Dimitriadou, Evgenia; Weingessel, Andreas; Hornik, Kurt
9
2001
On conjugate families and Jeffreys priors for von Mises-Fisher distributions. Zbl 1259.62012
Hornik, Kurt; Grün, Bettina
6
2013
Multivariate ordinal regression models: an analysis of corporate credit ratings. Zbl 1435.62424
Hirk, Rainer; Hornik, Kurt; Vana, Laura
5
2019
Generating random correlation matrices by the simple rejection method: why it does not work. Zbl 1298.65077
Böhm, Walter; Hornik, Kurt
5
2014
A combination scheme for fuzzy clustering. Zbl 1053.68668
Dimitriadou, Evgenia; Weingessel, Andreas; Hornik, Kurt
4
2002
Some limit theorems for the homogeneous Poisson process. Zbl 0747.60051
Auer, P.; Hornik, K.; Révész, P.
3
1991
On the distribution of functionals of stationary Gaussian processes. Zbl 0925.60031
Hornik, Kurt
3
1993
On two-periodic random walks with boundaries. Zbl 1202.60066
Böhm, W.; Hornik, K.
3
2010
Modelling the effects of the Austrian inpatient reimbursement system on length-of-stay distributions. Zbl 1092.90523
Rauner, Marion Sabine; Zeiles, Achim; Schaffhauser-Linzatti, Michaela-Maria; Hornik, Kurt
3
2003
Assessing and quantifying clusteredness: the OPTICS Cordillera. Zbl 07498980
Rusch, Thomas; Hornik, Kurt; Mair, Patrick
3
2018
Measuring the stability of results from supervised statistical learning. Zbl 07498983
Philipp, Michel; Rusch, Thomas; Hornik, Kurt; Strobl, Carolin
3
2018
Influencing elections with statistics: targeting voters with logistic regression trees. Zbl 1454.62505
Rusch, Thomas; Lee, Ilro; Hornik, Kurt; Jank, Wolfgang; Zeileis, Achim
3
2013
Selective association rule generator. Zbl 1221.62002
Hahsler, Michael; Buchta, Christian; Hornik, Kurt
2
2008
On asymptotically optimal tests. Zbl 0688.62020
Hornik, K.
2
1988
Model trees with topic model preprocessing: an approach for data journalism illustrated with the WikiLeaks Afghanistan war logs. Zbl 1288.62200
Rusch, Thomas; Hofmarcher, Paul; Hatzinger, Reinhold; Hornik, Kurt
2
2013
The arules R-package ecosystem: analyzing interesting patterns from large transaction data sets. Zbl 1280.68011
Hahsler, Michael; Chelluboina, Sudheer; Hornik, Kurt; Buchta, Christian
2
2011
Cluster optimized proximity scaling. Zbl 07499943
Rusch, Thomas; Mair, Patrick; Hornik, Kurt
2
2021
On the number of points of a homogeneous Poisson process. Zbl 0797.60029
Auer, Peter; Hornik, Kurt
1
1994
R: the next generation. Zbl 1170.62304
Hornik, Kurt
1
2004
On the behavior of type II errors. Zbl 0668.62017
Hornik, K.
1
1988
Exponential rate optimal estimation of the generator of a finite Markov process. Zbl 0721.62083
Hornik, K.
1
1990
Escaping RGBland: selecting colors for statistical graphics. Zbl 1453.62263
Zeileis, Achim; Hornik, Kurt; Murrell, Paul
1
2009
A Kolmogorov-Smirnov test for \(r\) samples. Zbl 1241.62063
Böhm, Walter; Hornik, Kurt
1
2012
On bounds for Kummer’s function ratio. Zbl 1512.33020
Sablica, Lukas; Hornik, Kurt
1
2022
Asymptotically optimal tests for finite Markov chains. Zbl 0651.62081
Hornik, K.
1
1987
On bounds for Kummer’s function ratio. Zbl 1512.33020
Sablica, Lukas; Hornik, Kurt
1
2022
Cluster optimized proximity scaling. Zbl 07499943
Rusch, Thomas; Mair, Patrick; Hornik, Kurt
2
2021
Multivariate ordinal regression models: an analysis of corporate credit ratings. Zbl 1435.62424
Hirk, Rainer; Hornik, Kurt; Vana, Laura
5
2019
Assessing and quantifying clusteredness: the OPTICS Cordillera. Zbl 07498980
Rusch, Thomas; Hornik, Kurt; Mair, Patrick
3
2018
Measuring the stability of results from supervised statistical learning. Zbl 07498983
Philipp, Michel; Rusch, Thomas; Hornik, Kurt; Strobl, Carolin
3
2018
On maximum likelihood estimation of the concentration parameter of von Mises-Fisher distributions. Zbl 1306.65071
Hornik, Kurt; Grün, Bettina
10
2014
Generating random correlation matrices by the simple rejection method: why it does not work. Zbl 1298.65077
Böhm, Walter; Hornik, Kurt
5
2014
Amos-type bounds for modified Bessel function ratios. Zbl 1309.33011
Hornik, Kurt; Grün, Bettina
18
2013
On conjugate families and Jeffreys priors for von Mises-Fisher distributions. Zbl 1259.62012
Hornik, Kurt; Grün, Bettina
6
2013
Influencing elections with statistics: targeting voters with logistic regression trees. Zbl 1454.62505
Rusch, Thomas; Lee, Ilro; Hornik, Kurt; Jank, Wolfgang; Zeileis, Achim
3
2013
Model trees with topic model preprocessing: an approach for data journalism illustrated with the WikiLeaks Afghanistan war logs. Zbl 1288.62200
Rusch, Thomas; Hofmarcher, Paul; Hatzinger, Reinhold; Hornik, Kurt
2
2013
A Kolmogorov-Smirnov test for \(r\) samples. Zbl 1241.62063
Böhm, Walter; Hornik, Kurt
1
2012
The arules R-package ecosystem: analyzing interesting patterns from large transaction data sets. Zbl 1280.68011
Hahsler, Michael; Chelluboina, Sudheer; Hornik, Kurt; Buchta, Christian
2
2011
On two-periodic random walks with boundaries. Zbl 1202.60066
Böhm, W.; Hornik, K.
3
2010
Open-source machine learning: R meets Weka. Zbl 1232.62007
Hornik, Kurt; Buchta, Christian; Zeileis, Achim
10
2009
Escaping RGBland: selecting colors for statistical graphics. Zbl 1453.62263
Zeileis, Achim; Hornik, Kurt; Murrell, Paul
1
2009
Selective association rule generator. Zbl 1221.62002
Hahsler, Michael; Buchta, Christian; Hornik, Kurt
2
2008
Generalized \(M\)-fluctuation tests for parameter instability. Zbl 1152.62014
Zeileis, Achim; Hornik, Kurt
25
2007
R: the next generation. Zbl 1170.62304
Hornik, Kurt
1
2004
Testing and dating of structural changes in practice. Zbl 1429.62307
Zeileis, Achim; Kleiber, Christian; Krämer, Walter; Hornik, Kurt
24
2003
Modelling the effects of the Austrian inpatient reimbursement system on length-of-stay distributions. Zbl 1092.90523
Rauner, Marion Sabine; Zeiles, Achim; Schaffhauser-Linzatti, Michaela-Maria; Hornik, Kurt
3
2003
A combination scheme for fuzzy clustering. Zbl 1053.68668
Dimitriadou, Evgenia; Weingessel, Andreas; Hornik, Kurt
4
2002
Voting-merging: An ensemble method for clustering. Zbl 1005.68932
Dimitriadou, Evgenia; Weingessel, Andreas; Hornik, Kurt
9
2001
Monitoring structural changes with the generalized fluctuation test. Zbl 0967.62067
Leisch, Friedrich; Hornik, Kurt; Kuan, Chung-Ming
41
2000
MOSUM tests for parameter constancy. Zbl 0830.62079
Chu, Chia-Shang J.; Hornik, Kurt; Kuan, Chung-Ming
40
1995
The generalized fluctuation test: A unifying view. Zbl 0832.62085
Kuan, Chung-Ming; Hornik, Kurt
32
1995
Degree of approximation results for feedforward networks approximating unknown mappings and their derivatives. Zbl 0846.60088
Hornik, Kurt; Stinchcombe, Maxwell; White, Halbert; Auer, Peter
29
1994
On the number of points of a homogeneous Poisson process. Zbl 0797.60029
Auer, Peter; Hornik, Kurt
1
1994
On the distribution of functionals of stationary Gaussian processes. Zbl 0925.60031
Hornik, Kurt
3
1993
Some limit theorems for the homogeneous Poisson process. Zbl 0747.60051
Auer, P.; Hornik, K.; Révész, P.
3
1991
Exponential rate optimal estimation of the generator of a finite Markov process. Zbl 0721.62083
Hornik, K.
1
1990
Multilayer feedforward networks are universal approximators. Zbl 1383.92015
Hornik, Kurt; Stinchcombe, Maxwell; White, Halbert
1989
On asymptotically optimal tests. Zbl 0688.62020
Hornik, K.
2
1988
On the behavior of type II errors. Zbl 0668.62017
Hornik, K.
1
1988
Asymptotically optimal tests for finite Markov chains. Zbl 0651.62081
Hornik, K.
1
1987
all top 5

Cited by 2,982 Authors

19 Hornik, Kurt
14 Zeileis, Achim
10 Karniadakis, George Em
9 Buckley, James J.
9 Cao, Feilong
8 Yang, Haizhao
7 Horváth, Lajos
7 Kuan, Chung-Ming
7 Lewis, Frank Leroy
7 Liu, Wing Kam
7 Mishra, Siddhartha
7 Petersen, Philipp Christian
7 Xu, Jinchao
7 Xu, Zongben
6 Aue, Alexander
6 Jentzen, Arnulf
6 Kutyniok, Gitta
6 Rusch, Thomas
6 Sun, WaiChing
6 Voigtlaender, Felix
6 Wang, Shouyang
6 White, Halbert Lynn jun.
6 Yu, Lean
5 Hayashi, Yoichi
5 Hwang, Hyung Ju
5 Ito, Yoshifusa
5 Krzyżak, Adam
5 Lee, Sangyeol
5 Lu, Lu
5 Merkle, Edgar C.
5 Perna, Cira
5 Rabczuk, Timon
5 Shen, Zuowei
5 Strobl, Carolin
5 Tsionas, Mike G.
5 Yu, Dansheng
5 Zhang, Shijun
4 Albers, David J.
4 Anastassiou, George Angelos
4 Blake, Andrew Peter
4 Bölcskei, Helmut
4 Chai, Tianyou
4 Chen, Yong
4 Delgado, Miguel Ángel
4 Du, Qiang
4 Grohs, Philipp
4 Heydari, Ali Akbar
4 Hruschka, Harald
4 Kapetanios, George
4 Lai, Kinkeung
4 Li, Chunshien
4 Lin, Guang
4 Medeiros, Marcelo C.
4 Mhaskar, Hrushikesh N.
4 Na, Okyoung
4 Ortega, Juan-Pablo
4 San, Omer
4 Sexton, Randall S.
4 Sirignano, Justin A.
4 Spiliopoulos, Konstantinos V.
4 Sprott, Julien Clinton
4 Steinebach, Josef G.
4 Tang, Shaoqiang
4 Wang, Jun
4 Yang, Xiong
4 Yang, Zhenhang
4 Zhang, Lei
4 Zhuang, Xiaoying
3 Alajlan, Naif
3 Apley, Daniel W.
3 Bagherzadeh, Seyed Amin
3 Bhattacharya, Shrijita
3 Blanco, Armando
3 Bottasso, Carlo L.
3 Boulkroune, Abdesselem
3 Breitner, Michael Hans
3 Cai, Zhiqiang
3 Calise, Anthony J.
3 Canelon, Jose I.
3 Chen, Tianping
3 Cobaner, Murat
3 Cuomo, Salvatore
3 Curry, Bruce
3 Das, Abhijit
3 DeVore, Ronald A.
3 Dong, Suchuan
3 Eckley, Idris A.
3 Escot, Lorenzo
3 Fearnhead, Paul
3 Gabrielli, Andrea
3 Ghysels, Eric
3 Giordano, Francesco
3 Gnecco, Giorgio
3 Grigoryeva, Lyudmila
3 Guo, Hongwei
3 He, Juncai
3 Henkes, Alexander
3 Hu, Michael Y.
3 Hu, Wei-Fan
3 Hušková, Marie
...and 2,882 more Authors
all top 5

Cited in 338 Serials

70 Neural Networks
61 Computer Methods in Applied Mechanics and Engineering
52 Journal of Computational Physics
40 Neural Computation
33 European Journal of Operational Research
27 Journal of Econometrics
27 Computational Statistics and Data Analysis
26 Information Sciences
24 Automatica
21 Applied Mathematics and Computation
19 Computers & Mathematics with Applications
19 Journal of the Franklin Institute
19 Fuzzy Sets and Systems
18 International Journal of Control
16 International Journal of Systems Science
15 Mathematical and Computer Modelling
14 Computers & Operations Research
13 Communications in Statistics. Theory and Methods
12 Chaos, Solitons and Fractals
12 Computational Mechanics
12 International Journal of Robust and Nonlinear Control
12 Chaos
11 International Journal of Adaptive Control and Signal Processing
10 Computer Physics Communications
10 Econometric Reviews
10 Journal of Machine Learning Research (JMLR)
9 Biological Cybernetics
9 Journal of Mathematical Analysis and Applications
9 Statistics & Probability Letters
9 Physica D
9 Constructive Approximation
9 Journal of Economic Dynamics & Control
9 Communications in Computational Physics
9 Statistics and Computing
8 Psychometrika
8 Computational Statistics
8 Journal of Statistical Computation and Simulation
8 Mathematical Problems in Engineering
8 Analysis and Applications (Singapore)
7 Journal of Fluid Mechanics
7 Physica A
7 International Journal for Numerical Methods in Engineering
7 Journal of Optimization Theory and Applications
7 Journal of Time Series Analysis
7 Economics Letters
7 Advances in Engineering Software
7 Computational Economics
7 Advances in Computational Mathematics
7 European Journal of Control
7 Journal of Systems Science and Complexity
6 Journal of Computational and Applied Mathematics
6 Mathematics and Computers in Simulation
6 International Journal of Approximate Reasoning
6 Machine Learning
6 Applied Mathematical Modelling
6 Communications in Statistics. Simulation and Computation
6 Applied and Computational Harmonic Analysis
6 Statistical Papers
6 Soft Computing
6 Quantitative Finance
6 Statistical Methods and Applications
6 Advances in Data Analysis and Classification. ADAC
6 The Annals of Applied Statistics
6 International Journal of Systems Science. Principles and Applications of Systems and Integration
5 Journal of Multivariate Analysis
5 Kybernetika
5 Systems & Control Letters
5 International Journal of Production Research
5 Journal of Scientific Computing
5 International Journal of Computer Mathematics
5 Nonlinear Dynamics
5 Computational Geosciences
5 Quantum Information Processing
5 Journal of Forecasting
5 Electronic Journal of Statistics
5 SIAM Journal on Imaging Sciences
5 SIAM Journal on Financial Mathematics
5 SIAM Journal on Mathematics of Data Science
4 Artificial Intelligence
4 Computers and Fluids
4 Mathematical Methods in the Applied Sciences
4 Journal of Approximation Theory
4 Journal of Statistical Planning and Inference
4 Optimal Control Applications & Methods
4 Journal of Classification
4 Sequential Analysis
4 Journal of Complexity
4 SIAM Journal on Scientific Computing
4 Data Mining and Knowledge Discovery
4 Journal of Applied Statistics
4 Communications in Nonlinear Science and Numerical Simulation
4 Econometric Theory
4 Journal of Applied Mathematics
4 Algorithms
4 Journal of Computational and Graphical Statistics
3 Inverse Problems
3 Journal of Statistical Physics
3 Mathematics of Computation
3 Annals of the Institute of Statistical Mathematics
3 The Annals of Statistics
...and 238 more Serials
all top 5

Cited in 54 Fields

631 Computer science (68-XX)
377 Statistics (62-XX)
247 Numerical analysis (65-XX)
230 Systems theory; control (93-XX)
194 Biology and other natural sciences (92-XX)
142 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
120 Approximations and expansions (41-XX)
96 Partial differential equations (35-XX)
96 Operations research, mathematical programming (90-XX)
69 Probability theory and stochastic processes (60-XX)
69 Mechanics of deformable solids (74-XX)
64 Fluid mechanics (76-XX)
47 Dynamical systems and ergodic theory (37-XX)
40 Statistical mechanics, structure of matter (82-XX)
25 Information and communication theory, circuits (94-XX)
24 Calculus of variations and optimal control; optimization (49-XX)
18 Special functions (33-XX)
18 Quantum theory (81-XX)
16 Mechanics of particles and systems (70-XX)
15 Functional analysis (46-XX)
13 Ordinary differential equations (34-XX)
13 Harmonic analysis on Euclidean spaces (42-XX)
13 Geophysics (86-XX)
12 Linear and multilinear algebra; matrix theory (15-XX)
12 Real functions (26-XX)
9 General and overarching topics; collections (00-XX)
8 Difference and functional equations (39-XX)
7 Optics, electromagnetic theory (78-XX)
6 Operator theory (47-XX)
5 Functions of a complex variable (30-XX)
5 Classical thermodynamics, heat transfer (80-XX)
4 Mathematical logic and foundations (03-XX)
4 Combinatorics (05-XX)
4 Integral transforms, operational calculus (44-XX)
3 Measure and integration (28-XX)
3 Relativity and gravitational theory (83-XX)
2 Algebraic geometry (14-XX)
2 Group theory and generalizations (20-XX)
2 Potential theory (31-XX)
2 Integral equations (45-XX)
2 General topology (54-XX)
1 History and biography (01-XX)
1 Number theory (11-XX)
1 Field theory and polynomials (12-XX)
1 Commutative algebra (13-XX)
1 Associative rings and algebras (16-XX)
1 Nonassociative rings and algebras (17-XX)
1 Category theory; homological algebra (18-XX)
1 Several complex variables and analytic spaces (32-XX)
1 Convex and discrete geometry (52-XX)
1 Differential geometry (53-XX)
1 Manifolds and cell complexes (57-XX)
1 Global analysis, analysis on manifolds (58-XX)
1 Astronomy and astrophysics (85-XX)

Citations by Year

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