Stefan Rüping
Impact in
- Artificial Intelligence top 2%
- Neural Networks and Applications
- Anomaly Detection Techniques and Applications
- Data Stream Mining Techniques
- Machine Learning and Data Classification
- Text and Document Classification Technologies
- Machine Learning and ELM
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- Face and Expression Recognition
- Context-Aware Activity Recognition Systems
Papers in
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- Neural Networks and Applications 11
- Semantic Web and Ontologies 6
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- Distributed and Parallel Computing Systems 6
- Co-authors
- Stefan Wrobel (2 shared papers)Patrick Link (1 shared paper)Steffen Ihlenfeldt (1 shared paper)Anke Stoll (1 shared paper)Ulrich Rückert (14 shared papers)Henrik Großkreutz (5 shared papers)Mario Porrmann (5 shared papers)Ralf Klinkenberg (1 shared paper)
- Journals
- International Journal of Medical Informatics (1 paper)Neurocomputing (1 paper)Data Mining and Knowledge Discovery (1 paper)IEEE Software (1 paper)Future Generation Computer Systems (1 paper)
- Partner nations
- GermanyGreeceSwitzerland
In The Last Decade
Stefan Rüping
58 papers receiving 1.1k citations
Stefan Rüping's Hit Papers
Peers
Comparison fields: 5 of 135
- Artificial Intelligence 532
- Computer Vision and Pattern Recognition 279
- Industrial and Manufacturing Engineering 129
- Signal Processing 81
- Health Information Management 26
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 64 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 2002 | 348 | |
| 2 | A review of machine learning for the optimization of production processes Hit paper breakdown → | 2019 | 239 |
| 3 | 2020 | 71 | |
| 4 | 2001 | 56 | |
| 5 | 2017 | 50 | |
| 6 | 2009 | 42 | |
| 7 | SVM Classifier Estimation from Group Probabilities. | 2010 | 34 |
| 8 | Concept Drift and the Importance of Example. | 2003 | 23 |
| 9 | Learning With Multiple Views | 2005 | 22 |
| 10 | 2002 | 19 | |
| 11 | 1998 | 16 | |
| 12 | 2015 | 15 | |
| 13 | 2024 | 14 | |
| 14 | 2004 | 14 | |
| 15 | 2007 | 13 | |
| 16 | Structure-and Parameter Identification for a Two-Mass-System With Backlash and Friction Using a Self-Organizing Map | 1997 | 12 |
| 17 | A Chip for Selforganizing Feature Maps | 1994 | 11 |
| 18 | ACGT: advancing clinico-genomic trials on cancer - four years of experience. | 2011 | 9 |
| 19 | Spatial data mining for retail sales forecasting | 2008 | 9 |
| 20 | 2016 | 8 |
About Stefan Rüping
Stefan Rüping is a scholar working on Artificial Intelligence, Computer Networks and Communications, Molecular Biology, Electrical and Electronic Engineering and Control and Systems Engineering, having authored 64 papers that have together received 1.2k indexed citations. Recurring topics across this work include Neural Networks and Applications (11 papers), Scientific Computing and Data Management (7 papers), Biomedical Text Mining and Ontologies (7 papers), Semantic Web and Ontologies (6 papers), Distributed and Parallel Computing Systems (6 papers), Bioinformatics and Genomic Networks (5 papers), Semiconductor Lasers and Optical Devices (3 papers) and Face and Expression Recognition (3 papers). The work is most often cited by research in Artificial Intelligence (532 citations), Computer Vision and Pattern Recognition (279 citations), Industrial and Manufacturing Engineering (129 citations), Signal Processing (81 citations) and Health Information Management (26 citations). Stefan Rüping has collaborated with scholars based in Germany, Greece and Switzerland. Frequent co-authors include Stefan Wrobel, Patrick Link, Steffen Ihlenfeldt, Anke Stoll, Ulrich Rückert, Henrik Großkreutz, Mario Porrmann, Ralf Klinkenberg, Tobias Scheffer and Stelios Sfakianakis. Their work appears in journals such as International Journal of Medical Informatics, Neurocomputing, Data Mining and Knowledge Discovery, IEEE Software and Future Generation Computer Systems.
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.