| Fairness and explanation in AI-informed decision making A Angerschmid, J Zhou, K Theuermann, F Chen, A Holzinger Machine Learning and Knowledge Extraction 4 (2), 556-579, 2022 | 138 | 2022 |
| Digital transformation in smart farm and forest operations needs human-centered AI: challenges and future directions A Holzinger, A Saranti, A Angerschmid, CO Retzlaff, A Gronauer, ... Sensors 22 (8), 3043, 2022 | 119 | 2022 |
| Human-in-the-loop reinforcement learning: A survey and position on requirements, challenges, and opportunities CO Retzlaff, S Das, C Wayllace, P Mousavi, M Afshari, T Yang, A Saranti, ... Journal of Artificial Intelligence Research 79, 359-415, 2024 | 47 | 2024 |
| Post-hoc vs ante-hoc explanations: xAI design guidelines for data scientists CO Retzlaff, A Angerschmid, A Saranti, D Schneeberger, R Roettger, ... Cognitive Systems Research 86, 101243, 2024 | 36 | 2024 |
| Actionable explainable AI (AxAI): a practical example with aggregation functions for adaptive classification and textual explanations for interpretable machine learning A Saranti, M Hudec, E Mináriková, Z Takáč, U Großschedl, C Koch, ... Machine Learning and Knowledge Extraction 4 (4), 924-953, 2022 | 27 | 2022 |
| Toward human-level concept learning: Pattern benchmarking for AI algorithms A Holzinger, A Saranti, A Angerschmid, B Finzel, U Schmid, H Mueller Patterns 4 (8), 2023 | 25 | 2023 |
| CLARUS: an interactive explainable AI platform for manual counterfactuals in graph neural networks JM Metsch, A Saranti, A Angerschmid, B Pfeifer, V Klemt, A Holzinger, ... Journal of Biomedical Informatics 150, 104600, 2024 | 20 | 2024 |
| Generating explanations for conceptual validation of graph neural networks: An investigation of symbolic predicates learned on relevance-ranked sub-graphs B Finzel, A Saranti, A Angerschmid, D Tafler, B Pfeifer, A Holzinger KI-Künstliche Intelligenz 36 (3), 271-285, 2022 | 20 | 2022 |
| Ensemble-GNN: federated ensemble learning with graph neural networks for disease module discovery and classification B Pfeifer, H Chereda, R Martin, A Saranti, S Clemens, AC Hauschild, ... Bioinformatics 39 (11), btad703, 2023 | 15 | 2023 |
| Machine learning and knowledge extraction to support work safety for smart forest operations F Hoenigsberger, A Saranti, A Angerschmid, CO Retzlaff, C Gollob, ... International Cross-Domain Conference for Machine Learning and Knowledge …, 2022 | 8 | 2022 |
| Effects of fairness and explanation on Trust in Ethical AI A Angerschmid, K Theuermann, A Holzinger, F Chen, J Zhou International cross-domain conference for machine learning and knowledge …, 2022 | 6 | 2022 |
| Assessing trustworthy AI: Technical and legal perspectives of fairness in AI M Kattnig, A Angerschmid, T Reichel, R Kern Computer Law & Security Review 55, 106053, 2024 | 4 | 2024 |
| Automatic detection of color markings and numbers on trees in point clouds from Personal Laser Scanning (PLS) and Terrestrial Laser Scanning (TLS) S Wagner, A Angerschmid, A Saranti, C Gollob, T Ritter, R Krassnitzer, ... Ecological Informatics 82, 102709, 2024 | 4 | 2024 |
| CLARUS: an interactive explainable AI platform for manual counterfactuals in graph neural networks J Beinecke, A Saranti, A Angerschmid, B Pfeifer, V Klemt, A Holzinger, ... bioRxiv, 2022.11. 21.517358, 2022 | 3 | 2022 |
| Interactive explainable AI platform for graph neural networks J Beinecke, A Saranti, A Angerschmid, B Pfeifer, V Klemt, A Holzinger, ... | 1 | 2022 |
| Correction: Generating Explanations for Conceptual Validation of Graph Neural Networks B Finzel Deutsche Nationalbibliothek, 2022 | | 2022 |
| Digitalisierung in der Forsttechnik State‐of‐the‐art A Holzinger, A Saranti, A Angerschmid, CO Retzlaff, L Matiz, S Witzmann, ... | | 2022 |
| Digital Transformation in Smart Farm and Forest Operations needs Human‐Centered AI A Holzinger, A Saranti, A Angerschmid, CO Retzlaff, C Gollob, A Nothdurft, ... | | |
Andreas HolzingerHuman-Centered AI Lab, University of Natural Resources and Life Sciences, Vienna, Austriaboku.ac.at üzerinde doğrulanmış e-posta adresine sahip