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
Papers in ⓘ
-
- 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)Natalia Díaz-Rodríguez (2 shared papers)Javier Del Ser (1 shared paper)Francisco Herrera (1 shared paper)
- Journals
- Bioinformatics (2 papers)Scientific Reports (1 paper)Information Sciences (1 paper)Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery (1 paper)Frontiers in Plant Science (1 paper)
- Partner nations
- AustriaGermanyUnited States
In The Last Decade
Anna Saranti
26 papers receiving 759 citations
Hit Papers
Peers
Comparison fields: 5 of 116
- Health Informatics 97
- Artificial Intelligence 413
- Computer Science Applications 25
- Computer Vision and Pattern Recognition 94
- Information Systems and Management 28
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 | 240 |
| 2 | 2022 | 95 | |
| 3 | 2023 | 84 | |
| 4 | Post-hoc vs ante-hoc explanations: xAI design guidelines for data scientists Hit paper breakdown → | 2024 | 68 |
| 5 | Human-in-the-Loop Reinforcement Learning: A Survey and Position on Requirements, Challenges, and Opportunities Hit paper breakdown → | 2024 | 51 |
| 6 | 2022 | 41 | |
| 7 | 2021 | 35 | |
| 8 | 2024 | 29 | |
| 9 | 2023 | 24 | |
| 10 | 2022 | 21 | |
| 11 | 2022 | 18 | |
| 12 | 2023 | 12 | |
| 13 | 2022 | 11 | |
| 14 | 2014 | 11 | |
| 15 | 2024 | 8 | |
| 16 | 2024 | 7 | |
| 17 | 2024 | 7 | |
| 18 | 2022 | 5 | |
| 19 | TU Graz goes Podcast | 2007 | 5 |
| 20 | Podcasting at TU Graz - How to implement podcasting as a didactical method for teaching and learning purposes at a university of technology | 2008 | 4 |
About Anna Saranti
Anna Saranti is a scholar working on Computer Science Applications, Health Informatics, Artificial Intelligence, Communication and Environmental Engineering, having authored 27 papers that have together received 790 indexed citations. Recurring topics across this work include Explainable Artificial Intelligence (XAI) (10 papers), Online Learning and Analytics (4 papers), Advanced Graph Neural Networks (4 papers), Topic Modeling (4 papers), Remote Sensing and LiDAR Applications (3 papers), Intelligent Tutoring Systems and Adaptive Learning (3 papers), Bioinformatics and Genomic Networks (3 papers) and Adversarial Robustness in Machine Learning (2 papers). The work is most often cited by research in Health Informatics (97 citations), Artificial Intelligence (413 citations), Computer Science Applications (25 citations), Computer Vision and Pattern Recognition (94 citations) and Information Systems and Management (28 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, Natalia Díaz-Rodríguez, Javier Del Ser, Francisco Herrera, Christoph Gollob and Karl Stampfer. Their work appears in journals such as Bioinformatics, Scientific Reports, Information Sciences, Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery and Frontiers in Plant Science.
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.