Stefan Rüping
Impact in
- Artificial Intelligence top 2%
- Neural Networks and Applications
- Anomaly Detection Techniques and Applications
- Data Stream Mining Techniques
- Text and Document Classification Technologies
- Machine Learning and Data Classification
- Machine Learning and ELM
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- Face and Expression Recognition
Papers in
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- Neural Networks and Applications 16
- Semantic Web and Ontologies 7
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- Advanced Database Systems and Queries 6
- Co-authors
- Stefan Wrobel (3 shared papers)Henrik Großkreutz (8 shared papers)Steffen Ihlenfeldt (1 shared paper)Anke Stoll (1 shared paper)Patrick Link (1 shared paper)Ulrich Rückert (17 shared papers)Mario Porrmann (6 shared papers)Jürgen Jasperneite (1 shared paper)
- Journals
- Lecture notes in computer science (10 papers)International Journal of Medical Informatics (1 paper)IEEE Software (1 paper)Data Mining and Knowledge Discovery (1 paper)IEEE Micro (1 paper)
- Partner nations
- GermanyGreeceSwitzerland
In The Last Decade
Stefan Rüping
81 papers receiving 1.5k citations
Stefan Rüping's Hit Papers
Peers
Comparison fields: 5 of 141
- Artificial Intelligence 741
- Computer Vision and Pattern Recognition 332
- Industrial and Manufacturing Engineering 153
- Signal Processing 140
- Information Systems 245
Countries citing papers authored by Stefan Rüping
This map shows the geographic impact of Stefan Rüping'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 Stefan Rüping with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Stefan Rüping more than expected).
Fields of papers citing papers by Stefan Rüping
This network shows the impact of papers produced by Stefan Rüping. 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 Stefan Rüping. The network helps show where Stefan Rüping may publish in the future.
Co-authors
The 25 scholars most cited alongside Stefan Rüping, 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 88 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 2002 | 410 | |
| 2 | A review of machine learning for the optimization of production processes Hit paper breakdown → | 2019 | 262 |
| 3 | 2020 | 78 | |
| 4 | 2001 | 66 | |
| 5 | 2008 | 65 | |
| 6 | 2009 | 58 | |
| 7 | 2017 | 56 | |
| 8 | 1999 | 45 | |
| 9 | SVM Classifier Estimation from Group Probabilities. | 2010 | 41 |
| 10 | Concept Drift and the Importance of Example. | 2003 | 26 |
| 11 | Learning With Multiple Views | 2005 | 25 |
| 12 | 1998 | 23 | |
| 13 | 2002 | 21 | |
| 14 | 2010 | 20 | |
| 15 | 2017 | 19 | |
| 16 | 2015 | 19 | |
| 17 | Structure-and Parameter Identification for a Two-Mass-System With Backlash and Friction Using a Self-Organizing Map | 1997 | 15 |
| 18 | 2004 | 15 | |
| 19 | 2024 | 14 | |
| 20 | A Chip for Selforganizing Feature Maps | 1994 | 13 |
About Stefan Rüping
Stefan Rüping is a scholar working on Artificial Intelligence, Computer Networks and Communications, Information Systems, Molecular Biology and Control and Systems Engineering, having authored 88 papers that have together received 1.6k indexed citations. Recurring topics across this work include Neural Networks and Applications (16 papers), Data Mining Algorithms and Applications (11 papers), Data Management and Algorithms (8 papers), Biomedical Text Mining and Ontologies (8 papers), Semantic Web and Ontologies (7 papers), Scientific Computing and Data Management (7 papers), Advanced Database Systems and Queries (6 papers) and Bioinformatics and Genomic Networks (6 papers). The work is most often cited by research in Artificial Intelligence (741 citations), Computer Vision and Pattern Recognition (332 citations), Industrial and Manufacturing Engineering (153 citations), Signal Processing (140 citations) and Information Systems (245 citations). Stefan Rüping has collaborated with scholars based in Germany, Greece and Switzerland. Frequent co-authors include Stefan Wrobel, Henrik Großkreutz, Steffen Ihlenfeldt, Anke Stoll, Patrick Link, Ulrich Rückert, Mario Porrmann, Jürgen Jasperneite, Ralf Klinkenberg and Tobias Scheffer. Their work appears in journals such as Lecture notes in computer science, International Journal of Medical Informatics, IEEE Software, Data Mining and Knowledge Discovery and IEEE Micro.
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.