Kurt Hornik - Author Profile

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Hornik, Kurt

Author ID:	hornik.kurt
Published as:	Hornik, Kurt; Hornik, K.
External Links:	MGP · Wikidata · GND · IdRef

Documents Indexed:	55 Publications since 1987
	1 Contribution as Editor
Co-Authors:	39 Co-Authors with 47 Joint Publications
	479 Co-Co-Authors

all top 5

Co-Authors

9	single-authored
7	Zeileis, Achim
6	Rusch, Thomas
5	Auer, Peter
5	Grün, Bettina
5	Leisch, Friedrich
4	Buchta, Christian
3	Böhm, Walter
3	Dimitriadou, Evgenia
3	Hothorn, Torsten
3	Kuan, Chung-Ming
3	Mair, Patrick
3	Sablica, Lukas
3	Weingessel, Andreas
2	Hahsler, Michael
2	Schwendinger, Florian
2	Stinchcombe, Maxwell B.
2	Theussl, Stefan
2	Vana, Laura
2	White, Halbert Lynn jun.
1	Bischof, Horst
1	Chelluboina, Sudheer
1	Chu, Chia-Shang James
1	Dorffner, Georg
1	Hatzinger, Reinhold
1	Hirk, Rainer
1	Hofmarcher, Paul
1	Jank, Wolfgang S.
1	Karatzoglou, Alexandros
1	Kleiber, Christian
1	Krämer, Walter
1	Lee, Ilro
1	Leydold, Josef
1	Ligges, Uwe
1	Murrell, Paul
1	Philipp, Michel
1	Rauner, Marion Sabine
1	Rév��sz, Pál
1	Schaffhauser-Linzatti, Michaela-Maria
1	Strobl, Carolin

all top 5

Serials

7	Computational Statistics
3	Journal of Multivariate Analysis
3	Journal of Statistical Planning and Inference
3	Statistics & Probability Letters
3	The Annals of Applied Statistics
3	Journal of Computational and Graphical Statistics
2	Journal of Mathematical Analysis and Applications
2	Studia Scientiarum Mathematicarum Hungarica
2	Statistics & Decisions
2	Computational Statistics and Data Analysis
1	Mathematics of Computation
1	Biometrika
1	Publications de l’Institut de Statistique de l’Université de Paris
1	Statistica Neerlandica
1	Econometric Reviews
1	Neural Networks
1	Neural Computation
1	Computational Economics
1	Fundamenta Informaticae
1	Econometric Theory
1	Stochastic Models
1	Journal of Machine Learning Research (JMLR)
1	OR Spectrum
1	Statistical Methods and Applications
1	Lecture Notes in Computer Science
1	Electronic Journal of Statistics
1	Statistics and Computing

all top 5

Fields

37	Statistics (62-XX)
13	Probability theory and stochastic processes (60-XX)
9	Computer science (68-XX)
4	Special functions (33-XX)
4	Operations research, mathematical programming (90-XX)
3	Numerical analysis (65-XX)
3	Biology and other natural sciences (92-XX)
2	Game theory, economics, finance, and other social and behavioral sciences (91-XX)
1	Linear and multilinear algebra; matrix theory (15-XX)
1	Group theory and generalizations (20-XX)
1	Real functions (26-XX)
1	Approximations and expansions (41-XX)

Publications by Year

all cited Publications top 5 cited Publications

Citations contained in zbMATH Open

36 Publications have been cited 1,525 times in 1,476 Documents	Cited by ▼	Year ▼
Multilayer feedforward networks are universal approximators. Zbl 1383.92015 Hornik, Kurt; Stinchcombe, Maxwell; White, Halbert	1,221	1989
Monitoring structural changes with the generalized fluctuation test. Zbl 0967.62067 Leisch, Friedrich; Hornik, Kurt; Kuan, Chung-Ming	42	2000
MOSUM tests for parameter constancy. Zbl 0830.62079 Chu, Chia-Shang J.; Hornik, Kurt; Kuan, Chung-Ming	41	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
Testing and dating of structural changes in practice. Zbl 1429.62307 Zeileis, Achim; Kleiber, Christian; Krämer, Walter; Hornik, Kurt	26	2003
Generalized \(M\)-fluctuation tests for parameter instability. Zbl 1152.62014 Zeileis, Achim; Hornik, Kurt	25	2007
Amos-type bounds for modified Bessel function ratios. Zbl 1309.33011 Hornik, Kurt; Grün, Bettina	18	2013
On maximum likelihood estimation of the concentration parameter of von Mises-Fisher distributions. Zbl 1306.65071 Hornik, Kurt; Grün, Bettina	10	2014
Open-source machine learning: R meets Weka. Zbl 1232.62007 Hornik, Kurt; Buchta, Christian; Zeileis, Achim	10	2009
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
Generating random correlation matrices by the simple rejection method: why it does not work. Zbl 1298.65077 Böhm, Walter; Hornik, Kurt	5	2014
Multivariate ordinal regression models: an analysis of corporate credit ratings. Zbl 1435.62424 Hirk, Rainer; Hornik, Kurt; Vana, Laura	5	2019
A combination scheme for fuzzy clustering. Zbl 1053.68668 Dimitriadou, Evgenia; Weingessel, Andreas; Hornik, Kurt	4	2002
On two-periodic random walks with boundaries. Zbl 1202.60066 Böhm, W.; Hornik, K.	4	2010
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
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
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
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
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
Selective association rule generator. Zbl 1221.62002 Hahsler, Michael; Buchta, Christian; Hornik, Kurt	2	2008
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 asymptotically optimal tests. Zbl 0688.62020 Hornik, K.	2	1988
Cluster optimized proximity scaling. Zbl 07499943 Rusch, Thomas; Mair, Patrick; Hornik, Kurt	2	2021
On bounds for Kummer’s function ratio. Zbl 1512.33020 Sablica, Lukas; Hornik, Kurt	2	2022
A Kolmogorov-Smirnov test for \(r\) samples. Zbl 1241.62063 Böhm, Walter; Hornik, Kurt	1	2012
Escaping RGBland: selecting colors for statistical graphics. Zbl 1453.62263 Zeileis, Achim; Hornik, Kurt; Murrell, Paul	1	2009
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
Asymptotically optimal tests for finite Markov chains. Zbl 0651.62081 Hornik, K.	1	1987
On the number of points of a homogeneous Poisson process. Zbl 0797.60029 Auer, Peter; Hornik, Kurt	1	1994
A comparison of optimization solvers for log binomial regression including conic programming. Zbl 1505.62364 Schwendinger, Florian; Grün, Bettina; Hornik, Kurt	1	2021
On bounds for Kummer’s function ratio. Zbl 1512.33020 Sablica, Lukas; Hornik, Kurt	2	2022
Cluster optimized proximity scaling. Zbl 07499943 Rusch, Thomas; Mair, Patrick; Hornik, Kurt	2	2021
A comparison of optimization solvers for log binomial regression including conic programming. Zbl 1505.62364 Schwendinger, Florian; Grün, Bettina; Hornik, Kurt	1	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.	4	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	26	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	42	2000
MOSUM tests for parameter constancy. Zbl 0830.62079 Chu, Chia-Shang J.; Hornik, Kurt; Kuan, Chung-Ming	41	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	1,221	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 cited Publications top 5 cited Publications

all top 5

Cited by 3,088 Authors

19	Hornik, Kurt
14	Zeileis, Achim
11	Karniadakis, George Em
10	Cao, Feilong
9	Buckley, James J.
8	Mishra, Siddhartha
8	Yang, Haizhao
7	Horváth, Lajos
7	Kuan, Chung-Ming
7	Lewis, Frank Leroy
7	Liu, Wing Kam
7	Petersen, Philipp Christian
7	Sun, WaiChing
7	Xu, Jinchao
7	Xu, Zongben
6	Aue, Alexander
6	Jentzen, Arnulf
6	Kutyniok, Gitta
6	Rusch, Thomas
6	Shen, Zuowei
6	Voigtlaender, Felix
6	Wang, Shouyang
6	White, Halbert Lynn jun.
6	Yu, Dansheng
6	Yu, Lean
5	Chen, Yong
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	Strobl, Carolin
5	Tsionas, Mike G.
5	Zhang, Shijun
4	Albers, David J.
4	Anastassiou, George Angelos
4	Blake, Andrew Peter
4	Bölcskei, Helmut
4	Chai, Tianyou
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	Lu, Ye
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	Abueidda, Diab W.
3	Alajlan, Naif
3	Apley, Daniel W.
3	Bagherzadeh, Seyed Amin
3	Bahmani, Bahador
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	Chemachema, Mohamed
3	Chen, Tianping
3	Cobaner, Murat
3	Conversano, Claudio
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	Gonon, Lukas
3	Grigoryeva, Lyudmila
...and 2,988 more Authors

all top 5

Cited in 345 Serials

70	Neural Networks
66	Computer Methods in Applied Mechanics and Engineering
52	Journal of Computational Physics
40	Neural Computation
33	European Journal of Operational Research
28	Computational Statistics and Data Analysis
27	Journal of Econometrics
26	Information Sciences
24	Automatica
21	Applied Mathematics and Computation
20	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
16	Chaos
15	Mathematical and Computer Modelling
14	Computers & Operations Research
14	Computational Mechanics
14	Communications in Statistics. Theory and Methods
13	International Journal of Robust and Nonlinear Control
12	Chaos, Solitons and Fractals
12	International Journal of Adaptive Control and Signal Processing
11	Physica D
11	Communications in Computational Physics
10	Computer Physics Communications
10	Econometric Reviews
10	Journal of Economic Dynamics & Control
10	Journal of Machine Learning Research (JMLR)
10	Statistics and Computing
9	Biological Cybernetics
9	Journal of Mathematical Analysis and Applications
9	International Journal for Numerical Methods in Engineering
9	Statistics & Probability Letters
9	Constructive Approximation
8	Psychometrika
8	Computational Statistics
8	Journal of Statistical Computation and Simulation
8	Mathematical Problems in Engineering
8	Journal of Systems Science and Complexity
8	Analysis and Applications (Singapore)
7	Journal of Fluid Mechanics
7	Physica A
7	Journal of Computational and Applied Mathematics
7	Journal of Optimization Theory and Applications
7	Journal of Time Series Analysis
7	International Journal of Approximate Reasoning
7	Economics Letters
7	Advances in Engineering Software
7	Computational Economics
7	Statistical Papers
7	Advances in Computational Mathematics
7	European Journal of Control
6	Machine Learning
6	Applied Mathematical Modelling
6	Communications in Statistics. Simulation and Computation
6	Applied and Computational Harmonic Analysis
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	SIAM Journal on Financial Mathematics
6	International Journal of Systems Science. Principles and Applications of Systems and Integration
5	Journal of Multivariate Analysis
5	Kybernetika
5	Mathematics and Computers in Simulation
5	Systems & Control Letters
5	International Journal of Production Research
5	Journal of Scientific Computing
5	International Journal of Computer Mathematics
5	SIAM Journal on Scientific Computing
5	Nonlinear Dynamics
5	Communications in Nonlinear Science and Numerical Simulation
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 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	Theoretical Computer Science
4	Optimal Control Applications & Methods
4	Journal of Classification
4	Sequential Analysis
4	Journal of Complexity
4	Data Mining and Knowledge Discovery
4	Journal of Applied Statistics
4	Econometric Theory
4	Applied Stochastic Models in Business and Industry
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
...and 245 more Serials

all top 5

Cited in 54 Fields

658	Computer science (68-XX)
389	Statistics (62-XX)
251	Numerical analysis (65-XX)
233	Systems theory; control (93-XX)
197	Biology and other natural sciences (92-XX)
146	Game theory, economics, finance, and other social and behavioral sciences (91-XX)
122	Approximations and expansions (41-XX)
102	Partial differential equations (35-XX)
98	Operations research, mathematical programming (90-XX)
77	Mechanics of deformable solids (74-XX)
72	Probability theory and stochastic processes (60-XX)
67	Fluid mechanics (76-XX)
54	Dynamical systems and ergodic theory (37-XX)
42	Statistical mechanics, structure of matter (82-XX)
27	Calculus of variations and optimal control; optimization (49-XX)
25	Information and communication theory, circuits (94-XX)
19	Special functions (33-XX)
19	Quantum theory (81-XX)
17	Ordinary differential equations (34-XX)
17	Mechanics of particles and systems (70-XX)
15	Functional analysis (46-XX)
14	Geophysics (86-XX)
13	Linear and multilinear algebra; matrix theory (15-XX)
13	Harmonic analysis on Euclidean spaces (42-XX)
12	Real functions (26-XX)
9	General and overarching topics; collections (00-XX)
8	Difference and functional equations (39-XX)
8	Optics, electromagnetic theory (78-XX)
6	Operator theory (47-XX)
6	Classical thermodynamics, heat transfer (80-XX)
5	Functions of a complex variable (30-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	Integral equations (45-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	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

Wikidata Timeline

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