Andreas Christmann
Impact in
- Statistics and Probability top 1%
- Statistical Methods and Inference
- Advanced Statistical Methods and Models
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- Advanced Statistical Process Monitoring
Papers in
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- Advanced Statistical Methods and Models 32
- Statistical Methods and Inference 27
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- Neural Networks and Applications 6
- Co-authors
- Ingo Steinwart (13 shared papers)Stefan Van Aelst (2 shared papers)Robert Hable (6 shared papers)Ding‐Xuan Zhou (3 shared papers)Arnout Van Messem (3 shared papers)S. Hennigs (3 shared papers)Horst J. Jaeger (4 shared papers)Klaus Mathias (4 shared papers)
- Journals
- Computational Statistics & Data Analysis (4 papers)Journal of Multivariate Analysis (3 papers)Analysis and Applications (3 papers)Journal of Machine Learning Research (2 papers)Journal of Semitic Studies (2 papers)
- Partner nations
- GermanyBelgiumUnited States
In The Last Decade
Andreas Christmann
73 papers receiving 1.9k citations
Peers
Comparison fields: 5 of 167
- Statistics and Probability 501
- Statistics, Probability and Uncertainty 135
- Artificial Intelligence 514
- Computer Vision and Pattern Recognition 307
- Computational Mechanics 226
Countries citing papers authored by Andreas Christmann
This map shows the geographic impact of Andreas Christmann'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 Andreas Christmann with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Andreas Christmann more than expected).
Fields of papers citing papers by Andreas Christmann
This network shows the impact of papers produced by Andreas Christmann. 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 Andreas Christmann. The network helps show where Andreas Christmann may publish in the future.
Co-authors
The 25 scholars most cited alongside Andreas Christmann, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 79 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 2008 | 392 | |
| 2 | 2005 | 289 | |
| 3 | 2011 | 151 | |
| 4 | Cerebral ischemia detected with diffusion-weighted MR imaging after stent implantation in the carotid artery. | 2002 | 128 |
| 5 | 2007 | 82 | |
| 6 | 2003 | 77 | |
| 7 | 2000 | 59 | |
| 8 | 2007 | 54 | |
| 9 | How SVMs can estimate quantiles and the median | 2007 | 50 |
| 10 | 2001 | 45 | |
| 11 | Fast Learning from Non-i.i.d. Observations | 2009 | 40 |
| 12 | 2011 | 40 | |
| 13 | 1998 | 39 | |
| 14 | 1994 | 38 | |
| 15 | Bouligand Derivatives and Robustness of Support Vector Machines for Regression | 2008 | 31 |
| 16 | 2009 | 31 | |
| 17 | Universal Kernels on Non-Standard Input Spaces | 2010 | 30 |
| 18 | 2011 | 30 | |
| 19 | 2005 | 28 | |
| 20 | 2015 | 27 |
About Andreas Christmann
Andreas Christmann is a scholar working on Statistics and Probability, Artificial Intelligence, Computer Vision and Pattern Recognition, Control and Systems Engineering and Computational Mechanics, having authored 79 papers that have together received 2.0k indexed citations. Recurring topics across this work include Advanced Statistical Methods and Models (32 papers), Statistical Methods and Inference (27 papers), Sparse and Compressive Sensing Techniques (11 papers), Face and Expression Recognition (10 papers), Control Systems and Identification (9 papers), Islamic Studies and History (8 papers), Advanced Statistical Process Monitoring (7 papers) and Neural Networks and Applications (6 papers). The work is most often cited by research in Statistics and Probability (501 citations), Statistics, Probability and Uncertainty (135 citations), Artificial Intelligence (514 citations), Computer Vision and Pattern Recognition (307 citations) and Computational Mechanics (226 citations). Andreas Christmann has collaborated with scholars based in Germany, Belgium and United States. Frequent co-authors include Ingo Steinwart, Stefan Van Aelst, Robert Hable, Ding‐Xuan Zhou, Arnout Van Messem, S. Hennigs, Horst J. Jaeger, Klaus Mathias, Peter J. Rousseeuw and Hans Martin Gissler. Their work appears in journals such as Computational Statistics & Data Analysis, Journal of Multivariate Analysis, Analysis and Applications, Journal of Machine Learning Research and Journal of Semitic Studies.
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.