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Andreas Holzinger
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Year
Usability engineering methods for software developers
A Holzinger
Communications of the ACM 48 (1), 71-74, 2005
13912005
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
11252019
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
10082007
Interactive machine learning for health informatics: when do we need the human-in-the-loop?
A Holzinger
Brain Informatics 3 (2), 119-131, 2016
8872016
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
8362017
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
4942007
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
4112002
Explainable AI: the new 42?
R Goebel, A Chander, K Holzinger, F Lecue, Z Akata, S Stumpf, ...
Machine Learning and Knowledge Extraction: Second IFIP TC 5, TC 8/WG 8.4, 8 …, 2018
3932018
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
3722021
From machine learning to explainable AI
A Holzinger
2018 world symposium on digital intelligence for systems and machines (DISA …, 2018
3292018
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
3272019
Augmentor: an image augmentation library for machine learning
MD Bloice, C Stocker, A Holzinger
arXiv preprint arXiv:1708.04680, 2017
3092017
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
3052020
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
3022007
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
2782021
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
2692005
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 (6), 1-9, 2014
2682014
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
2682014
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
2622018
Learning performance with interactive simulations in medical education: Lessons learned from results of learning complex physiological models with the HAEMOdynamics SIMulator
A Holzinger, MD Kickmeier-Rust, S Wassertheurer, M Hessinger
Computers & Education 52 (2), 292-301, 2009
2592009
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