[go: up one dir, main page]

Follow
Andreas Holzinger
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
22152019
Usability engineering methods for software developers
A Holzinger
Communications of the ACM 48 (1), 71-74, 2005
14832005
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
14072017
Interactive machine learning for health informatics: when do we need the human-in-the-loop?
A Holzinger
Brain informatics 3 (2), 119-131, 2016
11962016
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
10792007
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
8842021
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
6692022
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
6062024
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
5832019
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
5262007
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
5102023
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
5072018
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
4722020
From machine learning to explainable AI
A Holzinger
2018 world symposium on digital intelligence for systems and machines (DISA …, 2018
4662018
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
4232002
Augmentor: an image augmentation library for machine learning
MD Bloice, C Stocker, A Holzinger
arXiv preprint arXiv:1708.04680, 2017
3962017
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
3952021
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
3772021
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
3482018
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
3452023
The system can't perform the operation now. Try again later.
Articles 1–20