Sonja Zillner

787 total citations
42 papers, 268 citations indexed

About

Sonja Zillner is a scholar working on Artificial Intelligence, Molecular Biology and Computer Vision and Pattern Recognition. According to data from OpenAlex, Sonja Zillner has authored 42 papers receiving a total of 268 indexed citations (citations by other indexed papers that have themselves been cited), including 31 papers in Artificial Intelligence, 23 papers in Molecular Biology and 6 papers in Computer Vision and Pattern Recognition. Recurrent topics in Sonja Zillner's work include Biomedical Text Mining and Ontologies (23 papers), Semantic Web and Ontologies (23 papers) and Natural Language Processing Techniques (7 papers). Sonja Zillner is often cited by papers focused on Biomedical Text Mining and Ontologies (23 papers), Semantic Web and Ontologies (23 papers) and Natural Language Processing Techniques (7 papers). Sonja Zillner collaborates with scholars based in Germany, Austria and Italy. Sonja Zillner's co-authors include Daniel Sonntag, Matthias Hammon, Sabrina Neururer, Paul Buitelaar, Tamás Hauer, Martin Schneider, Bernhard Bauer, Alexey Tsymbal, Arun V. Krishnan and Yiqiang Zhan and has published in prestigious journals such as BMC Medical Informatics and Decision Making, IFAC-PapersOnLine and Studies in health technology and informatics.

In The Last Decade

Sonja Zillner

37 papers receiving 252 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Sonja Zillner Germany 10 137 82 53 39 31 42 268
Oluwafemi A. Sarumi Nigeria 10 84 0.6× 29 0.4× 26 0.5× 10 0.3× 17 0.5× 24 224
Negar Maleki United States 6 137 1.0× 23 0.3× 33 0.6× 39 1.0× 18 0.6× 9 304
Neha Sharma India 10 112 0.8× 44 0.5× 18 0.3× 29 0.7× 13 0.4× 38 274
Rafiqul Haque France 8 261 1.9× 15 0.2× 27 0.5× 33 0.8× 48 1.5× 19 359
Aina Musdholifah Indonesia 10 220 1.6× 16 0.2× 49 0.9× 27 0.7× 12 0.4× 76 411
Marcos Da Silveira Luxembourg 8 160 1.2× 90 1.1× 14 0.3× 34 0.9× 51 1.6× 41 260
Cédric Pruski Luxembourg 10 208 1.5× 122 1.5× 17 0.3× 38 1.0× 57 1.8× 44 321
Anand Sharma India 8 123 0.9× 30 0.4× 11 0.2× 71 1.8× 36 1.2× 18 247
Juha Puustjärvi Finland 9 119 0.9× 38 0.5× 16 0.3× 31 0.8× 26 0.8× 59 237
Radmila Juric United Kingdom 9 90 0.7× 27 0.3× 45 0.8× 38 1.0× 20 0.6× 64 248

Countries citing papers authored by Sonja Zillner

Since Specialization
Citations

This map shows the geographic impact of Sonja Zillner'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 Sonja Zillner with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Sonja Zillner more than expected).

Fields of papers citing papers by Sonja Zillner

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Sonja Zillner. 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 Sonja Zillner. The network helps show where Sonja Zillner may publish in the future.

Co-authorship network of co-authors of Sonja Zillner

This figure shows the co-authorship network connecting the top 25 collaborators of Sonja Zillner. A scholar is included among the top collaborators of Sonja Zillner based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Sonja Zillner. Sonja Zillner is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Schnitzer, Ronald, et al.. (2024). Landscape of AI Safety Concerns - A Methodology to Support Safety Assurance for AI-Based Autonomous Systems. Fraunhofer-Publica (Fraunhofer-Gesellschaft). 501–510.
2.
Zillner, Sonja, et al.. (2021). A New Concept for Explaining Graph Neural Networks.. 1–5. 1 indexed citations
3.
Zillner, Sonja, et al.. (2019). Strategic Research, Innovation and Deployment Agenda for an AI PPP: A focal point for collaboration on Artificial Intelligence, Data and Robotics: Consultation Release. 1 indexed citations
4.
Zillner, Sonja, et al.. (2018). Towards a Ranking of Likely Diseases in Terms of Precision and Recall. OPUS (Augsburg University). 2 indexed citations
5.
6.
Zillner, Sonja, James A. Overton, Bernhard Bauer, et al.. (2015). Semantic representation of reported measurements in radiology. BMC Medical Informatics and Decision Making. 16(1). 5–5. 4 indexed citations
7.
Sonntag, Daniel, Volker Tresp, Sonja Zillner, et al.. (2015). The Clinical Data Intelligence Project. Informatik-Spektrum. 39(4). 290–300. 19 indexed citations
8.
Zillner, Sonja, et al.. (2013). An OGMS-based Model for Clinical Information (MCI).. 97–100. 8 indexed citations
9.
10.
Sonntag, Daniel, et al.. (2010). Applications of an Ontology Engineering Methodology. National Conference on Artificial Intelligence.
11.
Zillner, Sonja, et al.. (2009). Interactive Clinical Query Derivation and Evaluation. National Conference on Artificial Intelligence. 137–141. 2 indexed citations
12.
Zillner, Sonja, et al.. (2008). Stop Making Sense! Erfolgreiche Teamkooperation in globalen Kontexten. 39(1). 49–62. 2 indexed citations
13.
Zhou, Xiang Sean, Sonja Zillner, Michael Sintek, et al.. (2008). Semantics and CBIR. 571–580. 30 indexed citations
14.
Berlanga, Rafael, Ernesto Jiménez-Ruiz, Victoria Nebot, et al.. (2008). Medical Data Integration and the Semantic Annotation of Medical Protocols. 120. 644–649. 11 indexed citations
15.
Zillner, Sonja, et al.. (2008). Semantic Visualization of Patient Information. 296–301. 17 indexed citations
16.
Tsymbal, Alexey, Martin Huber, Sonja Zillner, Tamás Hauer, & S. Kevin Zhou. (2007). Visualizing Patient Similarity in Clinical Decision Support.. LWA. 127(17). 304–311. 4 indexed citations
17.
Tsymbal, Alexey, Sonja Zillner, & Martin Huber. (2007). Feature Ontology for Improved Learning from Large-Dimensional Disease-Specific Heterogeneous Data. 2. 595–600. 1 indexed citations
18.
Zillner, Sonja. (2005). A query algebra for ontology-enhanced management of multimedia meta objects. reposiTUm (TU Wien).
19.
Zillner, Sonja & Werner Winiwarter. (2004). Ontology-Based Query Refinement for Multimedia Meta Objects.. 1 indexed citations
20.
Westermann, Utz, et al.. (2003). CULTOS: Towards A World-Wide Digital Collection of Exchangeable Units of Multimedia Content for Intertextual Studies. 6 indexed citations

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.

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