Andreas Holzinger

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Martina ZiefleRWTH Aachen UniversityDirección de correo verificada de comm.rwth-aachen.de
Carsten RöckerTH OWL, GermanyDirección de correo verificada de th-owl.de
Edgar WeipplUniversity of Vienna, Head of SQI CD-Laboratory, SBA ResearchDirección de correo verificada de univie.ac.at
Vasile PaladeProfessor of Artificial Intelligence and Data Science, Coventry UniversityDirección de correo verificada de coventry.ac.uk
Igor JurisicaDirección de correo verificada de ai.utoronto.ca
Wolfgang SlanyProfessor of Computer Science, Technische Universität Graz, AustriaDirección de correo verificada de tugraz.at
A Min TjoaProfessor of Computer Science, Vienna University of TechnologyDirección de correo verificada de ifs.tuwien.ac.at
Randy GoebelProfessor of Computing Science, University of AlbertaDirección de correo verificada de ualberta.ca
Tobias SchreckProfessor of Computer Science, Graz University of TechnologyDirección de correo verificada de cgv.tugraz.at
Douglas KellUniversity of LiverpoolDirección de correo verificada de liv.ac.uk
Michael Blumenschein (Hund)Data Analysis and Visualization Group, University of KonstanzDirección de correo verificada de uni-konstanz.de
Daniel KeimProfessor of Computer Science, Data Analysis and Visualization, University of KonstanzDirección de correo verificada de uni-konstanz.de
Cagatay TurkayProfessor at University of WarwickDirección de correo verificada de warwick.ac.uk
Tiziana CatarciProfessor of Computer Engineering, Sapienza - Università di RomaDirección de correo verificada de dis.uniroma1.it
Russell BealeProfessor of Human-Computer Interaction & Director, HCI Centre - University of BirminghamDirección de correo verificada de cs.bham.ac.uk
Helwig HauserUniversity of BergenDirección de correo verificada de UiB.no
David KoslickiComputer Science and Engineering, Biology, Huck Institutes of the Life Sciences, Penn StateDirección de correo verificada de psu.edu
Kai XuUniversity of NottinghamDirección de correo verificada de nottingham.ac.uk
Gabriella PasiUniversità degli Studi di Milano BicoccaDirección de correo verificada de unimib.it
Franz WotawaProfessor of Computer Science, Graz University of Technology, AustriaDirección de correo verificada de ist.tugraz.at

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Andreas Holzinger

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

Dirección de correo verificada de boku.ac.at - Página principal

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


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
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	1520	2019
Usability engineering methods for software developers A Holzinger Communications of the ACM 48 (1), 71-74, 2005	1434	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	1055	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	1024	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	995	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	592	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	508	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	447	2018
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	436	2019
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	420	2002
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	391	2022
From machine learning to explainable AI A Holzinger 2018 world symposium on digital intelligence for systems and machines (DISA …, 2018	385	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	374	2020
Augmentor: an image augmentation library for machine learning MD Bloice, C Stocker, A Holzinger arXiv preprint arXiv:1708.04680, 2017	359	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	332	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	316	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	296	2018
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	286	2023
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	282	2014
Biomedical image augmentation using Augmentor MD Bloice, PM Roth, A Holzinger Bioinformatics 35 (21), 4522-4524, 2019	280	2019

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