Andreas Holzinger
Impact in
- Health Informatics top 0.01%
- Artificial Intelligence in Healthcare and Education
- Artificial Intelligence top 0.2%
- Explainable Artificial Intelligence (XAI)
- Machine Learning in Healthcare
- AI in cancer detection
- Adversarial Robustness in Machine Learning
Papers in
-
- Explainable Artificial Intelligence (XAI) 40
- Machine Learning in Healthcare 17
- Semantic Web and Ontologies 14
-
- Usability and User Interface Design 35
- Co-authors
- Heimo Müller (28 shared papers)Martin Ebner (20 shared papers)Kurt Zatloukal (9 shared papers)Georg Langs (1 shared paper)Helmut Denk (1 shared paper)Anna Saranti (17 shared papers)Fang Chen (4 shared papers)Jianlong Zhou (5 shared papers)
- Journals
- BMC Bioinformatics (7 papers)BMC Medical Informatics and Decision Making (6 papers)Brain Informatics (6 papers)Bioinformatics (4 papers)Information Fusion (4 papers)
- Partner nations
- AustriaGermanyUnited States
In The Last Decade
Andreas Holzinger
340 papers receiving 11.1k citations
Andreas Holzinger's Hit Papers
Peers
Comparison fields: 5 of 219
- Health Informatics 1.3k
- Artificial Intelligence 3.7k
- Human-Computer Interaction 611
- Computer Science Applications 549
- Health Information Management 394
Countries citing papers authored by Andreas Holzinger
This map shows the geographic impact of Andreas Holzinger'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 Andreas Holzinger with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Andreas Holzinger more than expected).
Fields of papers citing papers by Andreas Holzinger
This network shows the impact of papers produced by Andreas Holzinger. 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 Andreas Holzinger. The network helps show where Andreas Holzinger may publish in the future.
Co-authors
The 25 scholars most cited alongside Andreas Holzinger, 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 354 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Causability and explainability of artificial intelligence in medicine Hit paper breakdown → | 2019 | 979 |
| 2 | Interactive machine learning for health informatics: when do we need the human-in-the-loop? Hit paper breakdown → | 2016 | 506 |
| 3 | Usability engineering methods for software developers Hit paper breakdown → | 2005 | 475 |
| 4 | 2006 | 450 | |
| 5 | Evaluating the Quality of Machine Learning Explanations: A Survey on Methods and Metrics Hit paper breakdown → | 2021 | 353 |
| 6 | 2018 | 259 | |
| 7 | Towards multi-modal causability with Graph Neural Networks enabling information fusion for explainable AI Hit paper breakdown → | 2021 | 245 |
| 8 | AI for life: Trends in artificial intelligence for biotechnology Hit paper breakdown → | 2023 | 238 |
| 9 | 2020 | 226 | |
| 10 | Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions Hit paper breakdown → | 2024 | 215 |
| 11 | 2019 | 187 | |
| 12 | 2018 | 176 | |
| 13 | 2020 | 164 | |
| 14 | 2021 | 149 | |
| 15 | 2018 | 148 | |
| 16 | Student-Centered Teaching Meets New Media: Concept and Case Study | 2002 | 132 |
| 17 | 2020 | 120 | |
| 18 | 2008 | 120 | |
| 19 | 2014 | 114 | |
| 20 | 2022 | 107 |
About Andreas Holzinger
Andreas Holzinger is a scholar working on Artificial Intelligence, Human-Computer Interaction, Molecular Biology, Information Systems and Computer Vision and Pattern Recognition, having authored 354 papers that have together received 11.6k indexed citations. Recurring topics across this work include Explainable Artificial Intelligence (XAI) (40 papers), Usability and User Interface Design (35 papers), Artificial Intelligence in Healthcare and Education (26 papers), Biomedical Text Mining and Ontologies (19 papers), Context-Aware Activity Recognition Systems (17 papers), Machine Learning in Healthcare (17 papers), Semantic Web and Ontologies (14 papers) and Open Education and E-Learning (13 papers). The work is most often cited by research in Health Informatics (1.3k citations), Artificial Intelligence (3.7k citations), Human-Computer Interaction (611 citations), Computer Science Applications (549 citations) and Health Information Management (394 citations). Andreas Holzinger has collaborated with scholars based in Austria, Germany and United States. Frequent co-authors include Heimo Müller, Martin Ebner, Kurt Zatloukal, Georg Langs, Helmut Denk, Anna Saranti, Fang Chen, Jianlong Zhou, Michael Kickmeier-Rust and Igor Jurišica. Their work appears in journals such as BMC Bioinformatics, BMC Medical Informatics and Decision Making, Brain Informatics, Bioinformatics and Information Fusion.
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.