Edit Profile (opens in new tab) Hornik, Kurt Compute Distance To: Compute Author ID: hornik.kurt Published as: Hornik, Kurt; Hornik, K. External Links: MGP · Wikidata · GND · IdRef Documents Indexed: 52 Publications since 1987 1 Contribution as Editor Co-Authors: 38 Co-Authors with 44 Joint Publications 431 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 Weingessel, Andreas 2 Hahsler, Michael 2 Stinchcombe, Maxwell B. 2 Theussl, Stefan 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 Ligges, Uwe 1 Murrell, Paul 1 Philipp, Michel 1 Rauner, Marion Sabine 1 Révész, Pál 1 Sablica, Lukas 1 Schaffhauser-Linzatti, Michaela-Maria 1 Schwendinger, Florian 1 Strobl, Carolin 1 Vana, Laura all top 5 Serials 7 Computational Statistics 3 Journal of Multivariate Analysis 3 Journal of Statistical Planning and Inference 3 Statistics & Probability Letters 3 Journal of Computational and Graphical Statistics 2 Studia Scientiarum Mathematicarum Hungarica 2 Statistics & Decisions 2 Computational Statistics and Data Analysis 2 The Annals of Applied Statistics 1 Journal of Mathematical Analysis and Applications 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 Statistics and Computing all top 5 Fields 35 Statistics (62-XX) 13 Probability theory and stochastic processes (60-XX) 9 Computer science (68-XX) 4 Operations research, mathematical programming (90-XX) 3 Special functions (33-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 34 Publications have been cited 1,126 times in 1,081 Documents Cited by ▼ Year ▼ Multilayer feedforward networks are universal approximators. Zbl 1383.92015Hornik, Kurt; Stinchcombe, Maxwell; White, Halbert 875 1989 Monitoring structural changes with the generalized fluctuation test. Zbl 0967.62067Leisch, Friedrich; Hornik, Kurt; Kuan, Chung-Ming 36 2000 MOSUM tests for parameter constancy. Zbl 0830.62079Chu, Chia-Shang J.; Hornik, Kurt; Kuan, Chung-Ming 33 1995 The generalized fluctuation test: A unifying view. Zbl 0832.62085Kuan, Chung-Ming; Hornik, Kurt 33 1995 Degree of approximation results for feedforward networks approximating unknown mappings and their derivatives. Zbl 0846.60088Hornik, Kurt; Stinchcombe, Maxwell; White, Halbert; Auer, Peter 24 1994 Generalized \(M\)-fluctuation tests for parameter instability. Zbl 1152.62014Zeileis, Achim; Hornik, Kurt 21 2007 Testing and dating of structural changes in practice. Zbl 1429.62307Zeileis, Achim; Kleiber, Christian; Krämer, Walter; Hornik, Kurt 20 2003 Amos-type bounds for modified Bessel function ratios. Zbl 1309.33011Hornik, Kurt; Grün, Bettina 11 2013 Open-source machine learning: R meets Weka. Zbl 1232.62007Hornik, Kurt; Buchta, Christian; Zeileis, Achim 9 2009 On maximum likelihood estimation of the concentration parameter of von Mises-Fisher distributions. Zbl 1306.65071Hornik, Kurt; Grün, Bettina 8 2014 Voting-merging: An ensemble method for clustering. Zbl 1005.68932Dimitriadou, Evgenia; Weingessel, Andreas; Hornik, Kurt 8 2001 On conjugate families and Jeffreys priors for von Mises-Fisher distributions. Zbl 1259.62012Hornik, Kurt; Grün, Bettina 6 2013 Generating random correlation matrices by the simple rejection method: why it does not work. Zbl 1298.65077Böhm, Walter; Hornik, Kurt 4 2014 Some limit theorems for the homogeneous Poisson process. Zbl 0747.60051Auer, P.; Hornik, K.; Révész, P. 3 1991 On the distribution of functionals of stationary Gaussian processes. Zbl 0925.60031Hornik, Kurt 3 1993 Model trees with topic model preprocessing: an approach for data journalism illustrated with the WikiLeaks Afghanistan war logs. Zbl 1288.62200Rusch, Thomas; Hofmarcher, Paul; Hatzinger, Reinhold; Hornik, Kurt 3 2013 Modelling the effects of the Austrian inpatient reimbursement system on length-of-stay distributions. Zbl 1092.90523Rauner, Marion Sabine; Zeiles, Achim; Schaffhauser-Linzatti, Michaela-Maria; Hornik, Kurt 3 2003 On two-periodic random walks with boundaries. Zbl 1202.60066Böhm, W.; Hornik, K. 3 2010 Influencing elections with statistics: targeting voters with logistic regression trees. Zbl 1454.62505Rusch, Thomas; Lee, Ilro; Hornik, Kurt; Jank, Wolfgang; Zeileis, Achim 3 2013 A combination scheme for fuzzy clustering. Zbl 1053.68668Dimitriadou, Evgenia; Weingessel, Andreas; Hornik, Kurt 2 2002 Multivariate ordinal regression models: an analysis of corporate credit ratings. Zbl 1435.62424Hirk, Rainer; Hornik, Kurt; Vana, Laura 2 2019 The arules R-package ecosystem: analyzing interesting patterns from large transaction data sets. Zbl 1280.68011Hahsler, Michael; Chelluboina, Sudheer; Hornik, Kurt; Buchta, Christian 2 2011 Assessing and quantifying clusteredness: the OPTICS Cordillera. Zbl 07498980Rusch, Thomas; Hornik, Kurt; Mair, Patrick 2 2018 Measuring the stability of results from supervised statistical learning. Zbl 07498983Philipp, Michel; Rusch, Thomas; Hornik, Kurt; Strobl, Carolin 2 2018 Asymptotically optimal tests for finite Markov chains. Zbl 0651.62081Hornik, K. 1 1987 On the number of points of a homogeneous Poisson process. Zbl 0797.60029Auer, Peter; Hornik, Kurt 1 1994 Exponential rate optimal estimation of the generator of a finite Markov process. Zbl 0721.62083Hornik, K. 1 1990 On the behavior of type II errors. Zbl 0668.62017Hornik, K. 1 1988 On asymptotically optimal tests. Zbl 0688.62020Hornik, K. 1 1988 Escaping RGBland: selecting colors for statistical graphics. Zbl 1453.62263Zeileis, Achim; Hornik, Kurt; Murrell, Paul 1 2009 R: the next generation. Zbl 1170.62304Hornik, Kurt 1 2004 A Kolmogorov-Smirnov test for \(r\) samples. Zbl 1241.62063Böhm, Walter; Hornik, Kurt 1 2012 Selective association rule generator. Zbl 1221.62002Hahsler, Michael; Buchta, Christian; Hornik, Kurt 1 2008 Cluster optimized proximity scaling. Zbl 07499943Rusch, Thomas; Mair, Patrick; Hornik, Kurt 1 2021 Cluster optimized proximity scaling. Zbl 07499943Rusch, Thomas; Mair, Patrick; Hornik, Kurt 1 2021 Multivariate ordinal regression models: an analysis of corporate credit ratings. Zbl 1435.62424Hirk, Rainer; Hornik, Kurt; Vana, Laura 2 2019 Assessing and quantifying clusteredness: the OPTICS Cordillera. Zbl 07498980Rusch, Thomas; Hornik, Kurt; Mair, Patrick 2 2018 Measuring the stability of results from supervised statistical learning. Zbl 07498983Philipp, Michel; Rusch, Thomas; Hornik, Kurt; Strobl, Carolin 2 2018 On maximum likelihood estimation of the concentration parameter of von Mises-Fisher distributions. Zbl 1306.65071Hornik, Kurt; Grün, Bettina 8 2014 Generating random correlation matrices by the simple rejection method: why it does not work. Zbl 1298.65077Böhm, Walter; Hornik, Kurt 4 2014 Amos-type bounds for modified Bessel function ratios. Zbl 1309.33011Hornik, Kurt; Grün, Bettina 11 2013 On conjugate families and Jeffreys priors for von Mises-Fisher distributions. Zbl 1259.62012Hornik, Kurt; Grün, Bettina 6 2013 Model trees with topic model preprocessing: an approach for data journalism illustrated with the WikiLeaks Afghanistan war logs. Zbl 1288.62200Rusch, Thomas; Hofmarcher, Paul; Hatzinger, Reinhold; Hornik, Kurt 3 2013 Influencing elections with statistics: targeting voters with logistic regression trees. Zbl 1454.62505Rusch, Thomas; Lee, Ilro; Hornik, Kurt; Jank, Wolfgang; Zeileis, Achim 3 2013 A Kolmogorov-Smirnov test for \(r\) samples. Zbl 1241.62063Böhm, Walter; Hornik, Kurt 1 2012 The arules R-package ecosystem: analyzing interesting patterns from large transaction data sets. Zbl 1280.68011Hahsler, Michael; Chelluboina, Sudheer; Hornik, Kurt; Buchta, Christian 2 2011 On two-periodic random walks with boundaries. Zbl 1202.60066Böhm, W.; Hornik, K. 3 2010 Open-source machine learning: R meets Weka. Zbl 1232.62007Hornik, Kurt; Buchta, Christian; Zeileis, Achim 9 2009 Escaping RGBland: selecting colors for statistical graphics. Zbl 1453.62263Zeileis, Achim; Hornik, Kurt; Murrell, Paul 1 2009 Selective association rule generator. Zbl 1221.62002Hahsler, Michael; Buchta, Christian; Hornik, Kurt 1 2008 Generalized \(M\)-fluctuation tests for parameter instability. Zbl 1152.62014Zeileis, Achim; Hornik, Kurt 21 2007 R: the next generation. Zbl 1170.62304Hornik, Kurt 1 2004 Testing and dating of structural changes in practice. Zbl 1429.62307Zeileis, Achim; Kleiber, Christian; Krämer, Walter; Hornik, Kurt 20 2003 Modelling the effects of the Austrian inpatient reimbursement system on length-of-stay distributions. Zbl 1092.90523Rauner, Marion Sabine; Zeiles, Achim; Schaffhauser-Linzatti, Michaela-Maria; Hornik, Kurt 3 2003 A combination scheme for fuzzy clustering. Zbl 1053.68668Dimitriadou, Evgenia; Weingessel, Andreas; Hornik, Kurt 2 2002 Voting-merging: An ensemble method for clustering. Zbl 1005.68932Dimitriadou, Evgenia; Weingessel, Andreas; Hornik, Kurt 8 2001 Monitoring structural changes with the generalized fluctuation test. Zbl 0967.62067Leisch, Friedrich; Hornik, Kurt; Kuan, Chung-Ming 36 2000 MOSUM tests for parameter constancy. Zbl 0830.62079Chu, Chia-Shang J.; Hornik, Kurt; Kuan, Chung-Ming 33 1995 The generalized fluctuation test: A unifying view. Zbl 0832.62085Kuan, Chung-Ming; Hornik, Kurt 33 1995 Degree of approximation results for feedforward networks approximating unknown mappings and their derivatives. Zbl 0846.60088Hornik, Kurt; Stinchcombe, Maxwell; White, Halbert; Auer, Peter 24 1994 On the number of points of a homogeneous Poisson process. Zbl 0797.60029Auer, Peter; Hornik, Kurt 1 1994 On the distribution of functionals of stationary Gaussian processes. Zbl 0925.60031Hornik, Kurt 3 1993 Some limit theorems for the homogeneous Poisson process. Zbl 0747.60051Auer, P.; Hornik, K.; Révész, P. 3 1991 Exponential rate optimal estimation of the generator of a finite Markov process. Zbl 0721.62083Hornik, K. 1 1990 Multilayer feedforward networks are universal approximators. Zbl 1383.92015Hornik, Kurt; Stinchcombe, Maxwell; White, Halbert 875 1989 On the behavior of type II errors. Zbl 0668.62017Hornik, K. 1 1988 On asymptotically optimal tests. Zbl 0688.62020Hornik, K. 1 1988 Asymptotically optimal tests for finite Markov chains. Zbl 0651.62081Hornik, K. 1 1987 all cited Publications top 5 cited Publications all top 5 Cited by 2,209 Authors 16 Hornik, Kurt 14 Zeileis, Achim 9 Buckley, James J. 8 Yang, Haizhao 7 Cao, Feilong 7 Horváth, Lajos 7 Karniadakis, George Em 7 Kuan, Chung-Ming 7 Lewis, Frank Leroy 7 Petersen, Philipp Christian 7 Xu, Zongben 6 Aue, Alexander 6 Rusch, Thomas 6 Voigtlaender, Felix 6 White, Halbert Lynn jun. 6 Xu, Jinchao 5 Hayashi, Yoichi 5 Hwang, Hyung Ju 5 Ito, Yoshifusa 5 Lee, Sangyeol 5 Mishra, Siddhartha 5 Perna, Cira 5 Shen, Zuowei 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 Hruschka, Harald 4 Kapetanios, George 4 Li, Chunshien 4 Liu, Wing Kam 4 Medeiros, Marcelo C. 4 Merkle, Edgar C. 4 Mhaskar, Hrushikesh N. 4 Na, Okyoung 4 Rabczuk, Timon 4 Sexton, Randall S. 4 Sirignano, Justin A. 4 Sprott, Julien Clinton 4 Steinebach, Josef G. 4 Strobl, Carolin 4 Sun, WaiChing 4 Wang, Jun 4 Wang, Shouyang 4 Yu, Dansheng 3 Bagherzadeh, Seyed Amin 3 Blanco, Armando 3 Boulkroune, Abdesselem 3 Calise, Anthony J. 3 Canelon, Jose I. 3 Chen, Tianping 3 Cobaner, Murat 3 Curry, Bruce 3 Das, Abhijit 3 DeVore, Ronald A. 3 Dong, Suchuan 3 Escot, Lorenzo 3 Gabrielli, Andrea 3 Ghysels, Eric 3 Giordano, Francesco 3 Gnecco, Giorgio 3 He, Juncai 3 Henkes, Alexander 3 Heydari, Ali Akbar 3 Hu, Michael Y. 3 Jentzen, Arnulf 3 Kengne, William Charky 3 Kohler, Michael 3 Kokoszka, Piotr S. 3 Kühn, Mario 3 Kutyniok, Gitta 3 La Rocca, Michele 3 Lee, Jaeyong 3 Lee, Tae-Hwy 3 Leu, Yih-Guang 3 Lin, Guang 3 Liu, Derong 3 Lu, Lu 3 Mair, Patrick 3 Maulik, Romit 3 Michaelides, Panayotis G. 3 Montanelli, Hadrien 3 M’Saad, Mohammed 3 Noonan, Jack 3 Panahian Fard, Saeed 3 Panwar, Vikas 3 Pedrycz, Witold 3 Raissi, Maziar 3 San, Omer 3 Sandubete, Julio E. 3 Sanguineti, Marcello 3 Schwab, Christoph 3 Seckin, Galip 3 Shieh, Leang-San 3 Spiliopoulos, Konstantinos V. 3 Suykens, Johan A. K. ...and 2,109 more Authors all top 5 Cited in 292 Serials 40 Neural Computation 38 Neural Networks 36 Journal of Computational Physics 35 Computer Methods in Applied Mechanics and Engineering 32 European Journal of Operational Research 24 Journal of Econometrics 23 Computational Statistics and Data Analysis 22 Automatica 19 Fuzzy Sets and Systems 18 International Journal of Control 18 Journal of the Franklin Institute 18 Applied Mathematics and Computation 17 Information Sciences 16 International Journal of Systems Science 15 Mathematical and Computer Modelling 13 Computers & Operations Research 13 Communications in Statistics. Theory and Methods 12 Computers & Mathematics with Applications 12 Chaos, Solitons and Fractals 10 Econometric Reviews 9 Biological Cybernetics 9 Statistics & Probability Letters 8 Journal of Economic Dynamics & Control 8 Computational Statistics 8 Journal of Statistical Computation and Simulation 8 Mathematical Problems in Engineering 7 Physica A 7 Psychometrika 7 Journal of Optimization Theory and Applications 7 Constructive Approximation 7 Computational Mechanics 7 Economics Letters 7 Advances in Engineering Software 7 Computational Economics 7 European Journal of Control 7 Analysis and Applications (Singapore) 6 Mathematics and Computers in Simulation 6 International Journal of Approximate Reasoning 6 Machine Learning 6 International Journal of Robust and Nonlinear Control 6 Statistical Papers 6 Advances in Computational Mathematics 6 Soft Computing 6 Chaos 6 Communications in Computational Physics 5 Journal of Fluid Mechanics 5 Journal of Mathematical Analysis and Applications 5 Journal of Computational and Applied Mathematics 5 Journal of Multivariate Analysis 5 Kybernetika 5 Journal of Time Series Analysis 5 International Journal of Production Research 5 Physica D 5 International Journal of Adaptive Control and Signal Processing 5 Applied Mathematical Modelling 5 Communications in Statistics. Simulation and Computation 5 International Journal of Computer Mathematics 5 Nonlinear Dynamics 5 Computational Geosciences 5 Quantitative Finance 5 Journal of Systems Science and Complexity 5 Journal of Machine Learning Research (JMLR) 5 Advances in Data Analysis and Classification. ADAC 5 The Annals of Applied Statistics 5 SIAM Journal on Mathematics of Data Science 4 Journal of Approximation Theory 4 Journal of Statistical Planning and Inference 4 Sequential Analysis 4 Applied and Computational Harmonic Analysis 4 Data Mining and Knowledge Discovery 4 Journal of Applied Statistics 4 Statistical Methods and Applications 4 SIAM Journal on Imaging Sciences 4 Algorithms 4 International Journal of Systems Science. Principles and Applications of Systems and Integration 3 Journal of Statistical Physics 3 Mathematics of Computation 3 The Annals of Statistics 3 Journal of Mathematical Psychology 3 Theoretical Computer Science 3 Systems & Control Letters 3 Circuits, Systems, and Signal Processing 3 Journal of Classification 3 International Journal of Intelligent Systems 3 Journal of Scientific Computing 3 Annals of Operations Research 3 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering 3 Complexity 3 Bernoulli 3 Communications in Nonlinear Science and Numerical Simulation 3 International Journal of Applied Mathematics and Computer Science 3 Econometric Theory 3 Journal of Applied Mathematics 3 ASTIN Bulletin 3 Journal of the Korean Statistical Society 3 Journal of Statistical Theory and Practice 3 Electronic Journal of Statistics 3 SIAM Journal on Financial Mathematics 3 Journal of Computational and Graphical Statistics 3 Statistics and Computing ...and 192 more Serials all top 5 Cited in 51 Fields 436 Computer science (68-XX) 302 Statistics (62-XX) 190 Systems theory; control (93-XX) 183 Biology and other natural sciences (92-XX) 163 Numerical analysis (65-XX) 112 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 84 Approximations and expansions (41-XX) 79 Operations research, mathematical programming (90-XX) 60 Partial differential equations (35-XX) 55 Probability theory and stochastic processes (60-XX) 42 Fluid mechanics (76-XX) 39 Mechanics of deformable solids (74-XX) 33 Statistical mechanics, structure of matter (82-XX) 32 Dynamical systems and ergodic theory (37-XX) 18 Calculus of variations and optimal control; optimization (49-XX) 18 Information and communication theory, circuits (94-XX) 12 Geophysics (86-XX) 11 Special functions (33-XX) 11 Ordinary differential equations (34-XX) 11 Mechanics of particles and systems (70-XX) 9 Harmonic analysis on Euclidean spaces (42-XX) 9 Functional analysis (46-XX) 8 Real functions (26-XX) 7 Quantum theory (81-XX) 6 Linear and multilinear algebra; matrix theory (15-XX) 5 General and overarching topics; collections (00-XX) 5 Functions of a complex variable (30-XX) 4 Mathematical logic and foundations (03-XX) 4 Difference and functional equations (39-XX) 3 Combinatorics (05-XX) 3 Measure and integration (28-XX) 3 Integral transforms, operational calculus (44-XX) 3 Operator theory (47-XX) 2 History and biography (01-XX) 2 Algebraic geometry (14-XX) 2 Potential theory (31-XX) 2 Convex and discrete geometry (52-XX) 2 General topology (54-XX) 2 Optics, electromagnetic theory (78-XX) 2 Classical thermodynamics, heat transfer (80-XX) 2 Relativity and gravitational theory (83-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 Group theory and generalizations (20-XX) 1 Several complex variables and analytic spaces (32-XX) 1 Integral equations (45-XX) 1 Differential geometry (53-XX) 1 Manifolds and cell complexes (57-XX) 1 Astronomy and astrophysics (85-XX) Citations by Year Wikidata Timeline The data are displayed as stored in Wikidata under a Creative Commons CC0 License. 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