| Causability and explainability of artificial intelligence in medicine A Holzinger, G Langs, H Denk, K Zatloukal, H Müller Wiley interdisciplinary reviews: data mining and knowledge discovery 9 (4 …, 2019 | 2215 | 2019 |
| Usability engineering methods for software developers A Holzinger Communications of the ACM 48 (1), 71-74, 2005 | 1483 | 2005 |
| What do we need to build explainable AI systems for the medical domain? A Holzinger, C Biemann, CS Pattichis, DB Kell arXiv preprint arXiv:1712.09923, 2017 | 1407 | 2017 |
| Interactive machine learning for health informatics: when do we need the human-in-the-loop? A Holzinger Brain informatics 3 (2), 119-131, 2016 | 1196 | 2016 |
| Successful implementation of user-centered game based learning in higher education: An example from civil engineering M Ebner, A Holzinger Computers & education 49 (3), 873-890, 2007 | 1079 | 2007 |
| Evaluating the quality of machine learning explanations: A survey on methods and metrics J Zhou, AH Gandomi, F Chen, A Holzinger Electronics 10 (5), 593, 2021 | 884 | 2021 |
| Explainable AI Methods - A Brief Overview A Holzinger, A Saranti, P Molnar, Christoph, Biecek, W Samek xxAI-Beyond Explainable AI - Lecture Notes in Artificial Intelligence (LNAI …, 2022 | 669 | 2022 |
| Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions L Longo, M Brcic, F Cabitza, J Choi, R Confalonieri, J Del Ser, R Guidotti, ... Information Fusion 106, 102301, 2024 | 606 | 2024 |
| Legal, regulatory, and ethical frameworks for development of standards in artificial intelligence (AI) and autonomous robotic surgery S O'Sullivan, N Nevejans, C Allen, A Blyth, S Leonard, U Pagallo, ... The international journal of medical robotics and computer assisted surgery …, 2019 | 583 | 2019 |
| Ambient intelligence in assisted living: enable elderly people to handle future interfaces T Kleinberger, M Becker, E Ras, A Holzinger, P Müller International conference on universal access in human-computer interaction …, 2007 | 526 | 2007 |
| AI for Life: Trends in Artificial Intelligence for Biotechnology A Holzinger, K Keiblinger, P Holub, K Zatloukal, H Müller New Biotechnology 74 (1), 16-24, 2023 | 510 | 2023 |
| Explainable AI: the new 42? R Goebel, A Chander, K Holzinger, F Lecue, Z Akata, S Stumpf, ... International cross-domain conference for machine learning and knowledge …, 2018 | 507 | 2018 |
| Measuring the quality of explanations: the system causability scale (SCS) comparing human and machine explanations A Holzinger, A Carrington, H Müller KI-Künstliche Intelligenz 34 (2), 193-198, 2020 | 472 | 2020 |
| From machine learning to explainable AI A Holzinger 2018 world symposium on digital intelligence for systems and machines (DISA …, 2018 | 466 | 2018 |
| Student-centered teaching meets new media: Concept and case study R Motschnig-Pitrik, A Holzinger Journal of Educational Technology & Society 5 (4), 160-172, 2002 | 423 | 2002 |
| Augmentor: an image augmentation library for machine learning MD Bloice, C Stocker, A Holzinger arXiv preprint arXiv:1708.04680, 2017 | 396 | 2017 |
| Towards multi-modal causability with graph neural networks enabling information fusion for explainable AI A Holzinger, B Malle, A Saranti, B Pfeifer Information Fusion 71, 28-37, 2021 | 395 | 2021 |
| Recommender systems in the healthcare domain: state-of-the-art and research issues TNT Tran, A Felfernig, C Trattner, A Holzinger Journal of Intelligent Information Systems 57 (1), 171-201, 2021 | 377 | 2021 |
| Current advances, trends and challenges of machine learning and knowledge extraction: from machine learning to explainable AI A Holzinger, P Kieseberg, E Weippl, AM Tjoa International cross-domain conference for machine learning and knowledge …, 2018 | 348 | 2018 |
| Deep ROC analysis and AUC as balanced average accuracy, for improved classifier selection, audit and explanation AM Carrington, DG Manuel, PW Fieguth, T Ramsay, V Osmani, B Wernly, ... IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (1), 329-341, 2023 | 345 | 2023 |
Martina ZiefleRWTH Aachen UniversityVerified email at comm.rwth-aachen.de
