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
- AI-based Problem Solving and Planning
- Machine Learning and Data Classification
Papers in
-
- Image Retrieval and Classification Techniques 35
- Advanced Image and Video Retrieval Techniques 19
- Medical Image Segmentation Techniques 19
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- AI-based Problem Solving and Planning 24
- Machine Learning and Data Classification 22
- Neural Networks and Applications 13
- Co-authors
- Bernd Randolf Müller (3 shared papers)Chid Apte (6 shared papers)A.R. Holt (2 shared papers)Maneesha Singh (4 shared papers)Isabelle Bichindaritz (1 shared paper)Rainer Schmidt (1 shared paper)Uwe Zscherpel (3 shared papers)Azriel Rosenfeld (4 shared papers)
- Journals
- Engineering Applications of Artificial Intelligence (9 papers)Lecture notes in computer science (64 papers)Machine Vision and Applications (3 papers)The Knowledge Engineering Review (3 papers)Artificial Intelligence in Medicine (3 papers)
- Partner nations
- GermanyItalyUnited States
In The Last Decade
Petra Perner
167 papers receiving 5.6k citations
Petra Perner's Hit Papers
Peers
Comparison fields: 5 of 183
- Information Systems 2.1k
- Artificial Intelligence 3.0k
- Signal Processing 986
- Computer Vision and Pattern Recognition 1.1k
- Health Information Management 217
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 177 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Data Mining - Concepts and Techniques. Hit paper breakdown → | 2002 | 3814 |
| 2 | Advances in Data Mining | 2002 | 229 |
| 3 | 2002 | 134 | |
| 4 | 2005 | 122 | |
| 5 | 2005 | 106 | |
| 6 | 2002 | 67 | |
| 7 | 1999 | 67 | |
| 8 | 2001 | 63 | |
| 9 | 1999 | 59 | |
| 10 | 2002 | 49 | |
| 11 | 2005 | 44 | |
| 12 | 2001 | 39 | |
| 13 | 2007 | 36 | |
| 14 | 1998 | 35 | |
| 15 | 2008 | 33 | |
| 16 | 1998 | 31 | |
| 17 | 2009 | 30 | |
| 18 | 2013 | 30 | |
| 19 | 2005 | 30 | |
| 20 | 1994 | 29 |
About Petra Perner
Petra Perner is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Biophysics, Signal Processing and Information Systems, having authored 177 papers that have together received 6.0k indexed citations. Recurring topics across this work include Image Retrieval and Classification Techniques (35 papers), AI-based Problem Solving and Planning (24 papers), Machine Learning and Data Classification (22 papers), Cell Image Analysis Techniques (19 papers), Advanced Image and Video Retrieval Techniques (19 papers), Data Mining Algorithms and Applications (19 papers), Medical Image Segmentation Techniques (19 papers) and Neural Networks and Applications (13 papers). The work is most often cited by research in Information Systems (2.1k citations), Artificial Intelligence (3.0k citations), Signal Processing (986 citations), Computer Vision and Pattern Recognition (1.1k citations) and Health Information Management (217 citations). Petra Perner has collaborated with scholars based in Germany, Italy and United States. Frequent co-authors include Bernd Randolf Müller, Chid Apte, A.R. Holt, Maneesha Singh, Isabelle Bichindaritz, Rainer Schmidt, Uwe Zscherpel, Azriel Rosenfeld, Ovidio Salvetti and Suzanne Little. Their work appears in journals such as Engineering Applications of Artificial Intelligence, Lecture notes in computer science, Machine Vision and Applications, 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.