Anna Saranti
Impact in
- Health Informatics top 1%
- Artificial Intelligence in Healthcare and Education
- Artificial Intelligence top 5%
- Explainable Artificial Intelligence (XAI)
- Machine Learning in Healthcare
- Adversarial Robustness in Machine Learning
- Advanced Graph Neural Networks
- Topic Modeling
- Anomaly Detection Techniques and Applications
Papers in
-
- Explainable Artificial Intelligence (XAI) 9
- Topic Modeling 4
- Advanced Graph Neural Networks 3
- Intelligent Tutoring Systems and Adaptive Learning 3
- Adversarial Robustness in Machine Learning 2
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- Online Learning and Analytics 4
- Co-authors
- Andreas Holzinger (17 shared papers)Bastian Pfeifer (9 shared papers)Bernd Malle (1 shared paper)Alessa Angerschmid (9 shared papers)Carl Orge Retzlaff (3 shared papers)Francisco Herrera (1 shared paper)Natalia Díaz-Rodríguez (2 shared papers)Javier Del Ser (1 shared paper)
- Journals
- Bioinformatics (2 papers)Frontiers in Plant Science (1 paper)Applied Sciences (1 paper)Journal of Biomedical Informatics (1 paper)Information Sciences (1 paper)
- Partner nations
- AustriaGermanyUnited States
In The Last Decade
Anna Saranti
26 papers receiving 831 citations
Anna Saranti's Hit Papers
Peers
Comparison fields: 5 of 121
- Health Informatics 94
- Artificial Intelligence 414
- Computer Vision and Pattern Recognition 95
- Computer Science Applications 25
- Safety Research 35
Countries citing papers authored by Anna Saranti
This map shows the geographic impact of Anna Saranti'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 Anna Saranti with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Anna Saranti more than expected).
Fields of papers citing papers by Anna Saranti
This network shows the impact of papers produced by Anna Saranti. 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 Anna Saranti. The network helps show where Anna Saranti may publish in the future.
Co-authors
The 25 scholars most cited alongside Anna Saranti, 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 27 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Towards multi-modal causability with Graph Neural Networks enabling information fusion for explainable AI Hit paper breakdown → | 2021 | 245 |
| 2 | 2022 | 102 | |
| 3 | 2023 | 88 | |
| 4 | Post-hoc vs ante-hoc explanations: xAI design guidelines for data scientists Hit paper breakdown → | 2024 | 84 |
| 5 | 2024 | 59 | |
| 6 | 2022 | 45 | |
| 7 | 2021 | 37 | |
| 8 | 2024 | 32 | |
| 9 | 2023 | 27 | |
| 10 | 2022 | 22 | |
| 11 | 2022 | 18 | |
| 12 | 2023 | 13 | |
| 13 | 2024 | 12 | |
| 14 | 2022 | 11 | |
| 15 | 2014 | 11 | |
| 16 | 2024 | 7 | |
| 17 | 2024 | 6 | |
| 18 | 2022 | 6 | |
| 19 | TU Graz goes Podcast | 2007 | 5 |
| 20 | 2024 | 4 |
About Anna Saranti
Anna Saranti is a scholar working on Artificial Intelligence, Computer Science Applications, Molecular Biology, Information Systems and Environmental Engineering, having authored 27 papers that have together received 848 indexed citations. Recurring topics across this work include Explainable Artificial Intelligence (XAI) (9 papers), Topic Modeling (4 papers), Online Learning and Analytics (4 papers), Advanced Graph Neural Networks (3 papers), Intelligent Tutoring Systems and Adaptive Learning (3 papers), Remote Sensing and LiDAR Applications (3 papers), Adversarial Robustness in Machine Learning (2 papers) and Bioinformatics and Genomic Networks (2 papers). The work is most often cited by research in Health Informatics (94 citations), Artificial Intelligence (414 citations), Computer Vision and Pattern Recognition (95 citations), Computer Science Applications (25 citations) and Safety Research (35 citations). Anna Saranti has collaborated with scholars based in Austria, Germany and United States. Frequent co-authors include Andreas Holzinger, Bastian Pfeifer, Bernd Malle, Alessa Angerschmid, Carl Orge Retzlaff, Francisco Herrera, Natalia Díaz-Rodríguez, Javier Del Ser, Karl Stampfer and David Schneeberger. Their work appears in journals such as Bioinformatics, Frontiers in Plant Science, Applied Sciences, Journal of Biomedical Informatics and Information Sciences.
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.