Petra Perner
- Information Systems top 0.2%
- Data Mining Algorithms and Applications 12
- Artificial Intelligence top 0.5%
- AI-based Problem Solving and Planning 10
- Machine Learning and Data Classification 9
- AI in cancer detection 7
- Neural Networks and Applications 7
- Signal Processing top 1%
- Computational Theory and Mathematics top 0.5%
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- Image Retrieval and Classification Techniques 15
- Medical Image Segmentation Techniques 11
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- Cell Image Analysis Techniques 12
- Co-authors
- Bernd R. MüllerA.R. HoltChid ApteManeesha SinghRainer SchmidtIsabelle BichindaritzSameer SinghUwe Zscherpel
- Journals
- Engineering Applications of Artificial Intelligence (9 papers)Machine Vision and Applications (3 papers)The Knowledge Engineering Review (3 papers)
- Partner nations
- GermanyUnited StatesItaly
In The Last Decade
Petra Perner
103 papers receiving 3.9k citations
Hit Papers
Peers
Comparison fields: 5 of 182
- Information Systems 1.6k
- Artificial Intelligence 2.0k
- Signal Processing 663
- Computational Theory and Mathematics 620
- Health Information Management 173
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-authorship network
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
| # | Work | ||
|---|---|---|---|
| 1 | 2015 | 2 | |
| 2 | 2014 | 3 | |
| 3 | 2014 | 1 | |
| 4 | 2012 | 6 | |
| 5 | Incremental Learning of Statistical Models from a Temporal Data Stream . An MML-Based Appoach. | 2010 | 1 |
| 6 | Flexible High-Content Image Analysis System for the Automatic Image Analysis and Interpretation of Cell Images – Computerized Methods in System Biology | 2009 | 1 |
| 7 | Leatherbacks matching by automated image recognition | 2008 | 1 |
| 8 | Proceedings of the 8th industrial conference on Advances in Data Mining: Medical Applications, E-Commerce, Marketing, and Theoretical Aspects | 2008 | 1 |
| 9 | 2007 | 1 | |
| 10 | Advances in Data Mining: Applications in Medicine, Web Mining, Marketing, Image and Signal Mining6th Industrial Conference on Data Mining, ICDM 2006, Leipzig, ... (Lecture Notes in Computer Science) | 2006 | 1 |
| 11 | A General Approach to Shape Characterization for Biomedical Problems. | 2006 | 3 |
| 12 | Detection of Hygiene-relevant Parameters from Cereal Grains based on Intelligent Image Interpretation and Data Mining. | 2005 | 1 |
| 13 | Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition | 2005 | 5 |
| 14 | 2005 | 1 | |
| 15 | Pattern recognition and data mining : Third International Conference on Advances in Pattern Recognition, ICAPR 2005 Bath, UK, August 22-25, 2005 : proceedings, part I | 2005 | 3 |
| 16 | 2005 | 15 | |
| 17 | 2002 | 5 | |
| 18 | Data Mining - Concepts and Techniques.breakdown → | 2002 | 3134 |
| 19 | Similarity-based image segmentation for determination of brain / liquor ratio in CT image by Alzheimer Dementia. | 1998 | 0 |
| 20 | Ultra Sonic Image Interpretation for Non-Destructive Testing | 1996 | 1 |
About Petra Perner
Petra Perner is a scholar working on Biophysics, Computer Vision and Pattern Recognition, Artificial Intelligence, Signal Processing and Information Systems, having authored 105 papers that have together received 4.2k indexed citations. Recurring topics across this work include Image Retrieval and Classification Techniques (15 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), AI in cancer detection (7 papers) and Neural Networks and Applications (7 papers). The work is most often cited by research in Information Systems (1.6k citations), Artificial Intelligence (2.0k citations), Signal Processing (663 citations), Computational Theory and Mathematics (620 citations) and Health Information Management (173 citations). Petra Perner has collaborated with scholars based in Germany, United States and Italy. Frequent co-authors include Bernd R. Müller, A.R. Holt, Chid Apte, Maneesha Singh, Rainer Schmidt, Isabelle Bichindaritz, Sameer Singh, Uwe Zscherpel, Azriel Rosenfeld and Ovidio Salvetti. Their work appears in journals such as Engineering Applications of Artificial Intelligence, Machine Vision and Applications, The Knowledge Engineering Review, Quality and Reliability Engineering International 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.