Kurt Hornik
- Artificial Intelligence top 0.02%
- Control and Systems Engineering top 0.1%
- Electrical and Electronic Engineering top 1%
- Computer Vision and Pattern Recognition top 0.2%
- Statistical and Nonlinear Physics top 0.1%
- Co-authors
- Maxwell B. StinchcombeHalbert WhiteAchim ZeileisTorsten HothornDavid MeyerFriedrich LeischBettina GrünAlexandros Karatzoglou
- Topics
- Neural Networks and Applications (29 papers)Statistical Methods and Inference (23 papers)Data Mining Algorithms and Applications (22 papers)
- Journals
- Proceedings of the National Academy of SciencesSHILAP Revista de lepidopterologíaBiological Psychiatry
- Partner nations
- AustriaUnited StatesGermany
In The Last Decade
Kurt Hornik
249 papers receiving 37.5k citations
Hit Papers
Peers
Comparison fields: 5 of 244
- Artificial Intelligence 11.9k
- Control and Systems Engineering 4.2k
- Electrical and Electronic Engineering 3.2k
- Computer Vision and Pattern Recognition 3.1k
- Statistical and Nonlinear Physics 2.6k
Countries citing papers authored by Kurt Hornik
This map shows the geographic impact of Kurt Hornik's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Kurt Hornik with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Kurt Hornik more than expected).
Fields of papers citing papers by Kurt Hornik
This network shows the impact of papers produced by Kurt Hornik. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Kurt Hornik. The network helps show where Kurt Hornik may publish in the future.
Co-authorship network of co-authors of Kurt Hornik
This figure shows the co-authorship network connecting the top 25 collaborators of Kurt Hornik. A scholar is included among the top collaborators of Kurt Hornik based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Kurt Hornik. Kurt Hornik is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Work | Indexed citations |
|---|---|---|
| 1 | 6 | |
| 2 | 11 | |
| 3 | 2 | |
| 4 | 0 | |
| 5 | A tm Plug-In for Distributed Text Mining in R | 2 |
| 6 | The arules R-Package Ecosystem: Analyzing Interesting Patterns from Large Transaction Data Sets | 99 |
| 7 | 4 | |
| 8 | 136 | |
| 9 | Text Mining Infrastructure in R | 169 |
| 10 | 154 | |
| 11 | Unbiased Recursive Partitioning: A Conditional Inference Frameworkbreakdown → | 2750 |
| 12 | kernlab - An S4 Package for Kernel Methods in R | 137 |
| 13 | 90 | |
| 14 | BIBLIOTHERAPIE - KOGNITIVE THERAPIE IN BUCHFORM ALS SELBSTHILFE BEI PATIENTEN MIT TEILREMITTIERTER DEPRESSION | 2 |
| 15 | Testing and dating of structural changes in practice | 1 |
| 16 | Artificial neural networks -- ICANN 2001 : International Conference, Vienna, Austria, August 21-25, 2001 : proceedings | 7 |
| 17 | Stationarity and Stability of Autoregressive Neural Network Processes | 10 |
| 18 | Universal Approximation and Learning of Trajectories Using Oscillators | 4 |
| 19 | Backpropagation and unsupervised learning in linear networks | 8 |
| 20 | Multilayer feedforward networks are universal approximatorsbreakdown → | 14617 |
About Kurt Hornik
Kurt Hornik is a scholar working on Statistics and Probability, Artificial Intelligence and Signal Processing, having authored 269 papers that have together received 39.7k indexed citations. Recurring topics across this work include Neural Networks and Applications (29 papers), Statistical Methods and Inference (23 papers) and Data Mining Algorithms and Applications (22 papers). The work is most often cited by research in Artificial Intelligence (11.9k citations), Statistical and Nonlinear Physics (2.6k citations) and Control and Systems Engineering (4.2k citations). Kurt Hornik has collaborated with scholars based in Austria, United States and Germany. Frequent co-authors include Maxwell B. Stinchcombe, Halbert White, Achim Zeileis, Torsten Hothorn, David Meyer, Friedrich Leisch, Bettina Grün, Alexandros Karatzoglou, Pierre Baldi and Mark A. van de Wiel. Their work appears in journals such as Proceedings of the National Academy of Sciences, SHILAP Revista de lepidopterología and Biological Psychiatry.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.