Andreas Holzinger

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Martina ZiefleRWTH Aachen UniversityVerified email at comm.rwth-aachen.de
Carsten RöckerTH OWL, GermanyVerified email at th-owl.de
Edgar WeipplUniversity of Vienna, Head of SQI CD-Laboratory, SBA ResearchVerified email at univie.ac.at
Vasile PaladeProfessor of Artificial Intelligence and Data Science, Coventry UniversityVerified email at coventry.ac.uk
Igor JurisicaVerified email at ai.utoronto.ca
Wolfgang SlanyProfessor of Computer Science, Technische Universität Graz, AustriaVerified email at tugraz.at
A Min TjoaProfessor of Computer Science, Vienna University of TechnologyVerified email at ifs.tuwien.ac.at
Randy GoebelProfessor of Computing Science, University of AlbertaVerified email at ualberta.ca
Tobias SchreckProfessor of Computer Science, Graz University of TechnologyVerified email at cgv.tugraz.at
Douglas KellUniversity of LiverpoolVerified email at liv.ac.uk
Cagatay TurkayProfessor at University of WarwickVerified email at warwick.ac.uk
Michael Blumenschein (Hund)Data Analysis and Visualization Group, University of KonstanzVerified email at uni-konstanz.de
Daniel KeimProfessor of Computer Science, Data Analysis and Visualization, University of KonstanzVerified email at uni-konstanz.de
Tiziana CatarciProfessor of Computer Engineering, Sapienza - Università di RomaVerified email at dis.uniroma1.it
Russell BealeProfessor of Human-Computer Interaction & Director, HCI Centre - University of BirminghamVerified email at cs.bham.ac.uk
Helwig HauserUniversity of BergenVerified email at UiB.no
David KoslickiComputer Science and Engineering, Biology, Huck Institutes of the Life Sciences, Penn StateVerified email at psu.edu
Kai XuUniversity of NottinghamVerified email at nottingham.ac.uk
Gabriella PasiUniversità degli Studi di Milano BicoccaVerified email at unimib.it
Franz WotawaProfessor of Computer Science, Graz University of Technology, AustriaVerified email at ist.tugraz.at

Andreas Holzinger

Human-Centered AI Lab, University of Natural Resources and Life Sciences, Vienna, Austria

Verified email at boku.ac.at - Homepage

Human-Centered AI Digital Transformation XAI interactive Machine Learning trustworthy AI


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	1436	2019
Usability engineering methods for software developers A Holzinger Communications of the ACM 48 (1), 71-74, 2005	1429	2005
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	1042	2007
Interactive machine learning for health informatics: when do we need the human-in-the-loop? A Holzinger Brain informatics 3 (2), 119-131, 2016	993	2016
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	960	2017
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	535	2021
Ambient intelligence in assisted living: enable elderly people to handle future interfaces T Kleinberger, M Becker, E Ras, A Holzinger, P Müller Universal Access in Human-Computer Interaction. Ambient Interaction: 4th …, 2007	506	2007
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	435	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	419	2002
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	408	2019
From machine learning to explainable AI A Holzinger 2018 world symposium on digital intelligence for systems and machines (DISA …, 2018	369	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	356	2020
Augmentor: an image augmentation library for machine learning MD Bloice, C Stocker, A Holzinger arXiv preprint arXiv:1708.04680, 2017	347	2017
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	342	2022
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	324	2021
On some aspects of improving mobile applications for the elderly A Holzinger, G Searle, A Nischelwitzer Universal Acess in Human Computer Interaction. Coping with Diversity: 4th …, 2007	312	2007
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 Machine Learning and Knowledge Extraction: Second IFIP TC 5, TC 8/WG 8.4, 8 …, 2018	288	2018
Knowledge Discovery and interactive Data Mining in Bioinformatics-State-of-the-Art, future challenges and research directions A Holzinger, M Dehmer, I Jurisica BMC Bioinformatics 15 (Suppl 6), I1, 2014	281	2014
Biomedical image augmentation using Augmentor MD Bloice, PM Roth, A Holzinger Bioinformatics 35 (21), 4522-4524, 2019	272	2019
Mobile phones as a challenge for m-learning: examples for mobile interactive learning objects (MILOs) A Holzinger, A Nischelwitzer, M Meisenberger Third IEEE international conference on pervasive computing and …, 2005	271	2005

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