Petra Perner
Impact in
- Information Systems top 0.2%
- Data Mining Algorithms and Applications
- Artificial Intelligence top 0.5%
- Imbalanced Data Classification Techniques
- Advanced Clustering Algorithms Research
- Anomaly Detection Techniques and Applications
- Machine Learning and Data Classification
Papers in
-
- AI-based Problem Solving and Planning 10
- Machine Learning and Data Classification 9
- Neural Networks and Applications 7
-
- Image Retrieval and Classification Techniques 14
- Medical Image Segmentation Techniques 11
- Advanced Image and Video Retrieval Techniques 7
- Co-authors
- Bernd R. Müller (2 shared papers)A.R. Holt (2 shared papers)Isabelle Bichindaritz (1 shared paper)Rainer Schmidt (1 shared paper)Uwe Zscherpel (2 shared papers)Azriel Rosenfeld (4 shared papers)Ovidio Salvetti (7 shared papers)Suzanne Little (4 shared papers)
- Journals
- Engineering Applications of Artificial Intelligence (9 papers)Machine Vision and Applications (3 papers)Quality and Reliability Engineering International (3 papers)The Knowledge Engineering Review (3 papers)Artificial Intelligence in Medicine (2 papers)
- Partner nations
- GermanyUnited StatesItaly
In The Last Decade
Petra Perner
103 papers receiving 3.8k citations
Petra Perner's Hit Papers
Peers
Comparison fields: 5 of 175
- Information Systems 1.6k
- Artificial Intelligence 2.0k
- Signal Processing 657
- Health Information Management 168
- Computational Theory and Mathematics 615
Countries citing papers authored by Petra Perner
This map shows the geographic impact of Petra Perner'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 Petra Perner with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Petra Perner more than expected).
Fields of papers citing papers by Petra Perner
This network shows the impact of papers produced by Petra Perner. 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 Petra Perner. The network helps show where Petra Perner may publish in the future.
Co-authors
The 25 scholars most cited alongside Petra Perner, 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 105 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Data Mining - Concepts and Techniques. Hit paper breakdown → | 2002 | 3139 |
| 2 | 2002 | 116 | |
| 3 | 2005 | 86 | |
| 4 | 2001 | 54 | |
| 5 | 2002 | 38 | |
| 6 | Advances in Data Mining | 2002 | 38 |
| 7 | 1999 | 33 | |
| 8 | 2013 | 31 | |
| 9 | 2002 | 29 | |
| 10 | 2009 | 27 | |
| 11 | 2003 | 27 | |
| 12 | 2005 | 23 | |
| 13 | 2008 | 21 | |
| 14 | 2011 | 20 | |
| 15 | 2007 | 19 | |
| 16 | 2001 | 19 | |
| 17 | 2007 | 19 | |
| 18 | 2014 | 19 | |
| 19 | 1994 | 18 | |
| 20 | 2002 | 16 |
About Petra Perner
Petra Perner is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Biophysics, Information Systems and Signal Processing, having authored 105 papers that have together received 4.2k indexed citations. Recurring topics across this work include Image Retrieval and Classification Techniques (14 papers), Data Mining Algorithms and Applications (12 papers), Cell Image Analysis Techniques (12 papers), Medical Image Segmentation Techniques (11 papers), AI-based Problem Solving and Planning (10 papers), Machine Learning and Data Classification (9 papers), Neural Networks and Applications (7 papers) and Advanced Image and Video Retrieval Techniques (7 papers). The work is most often cited by research in Information Systems (1.6k citations), Artificial Intelligence (2.0k citations), Signal Processing (657 citations), Health Information Management (168 citations) and Computational Theory and Mathematics (615 citations). Petra Perner has collaborated with scholars based in Germany, United States and Italy. Frequent co-authors include Bernd R. Müller, A.R. Holt, Isabelle Bichindaritz, Rainer Schmidt, Uwe Zscherpel, Azriel Rosenfeld, Ovidio Salvetti, Suzanne Little, Chid Apte and Maneesha Singh. Their work appears in journals such as Engineering Applications of Artificial Intelligence, Machine Vision and Applications, Quality and Reliability Engineering International, The Knowledge Engineering Review and Artificial Intelligence in Medicine.
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.