Andreas Holzinger

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Martina ZiefleRWTH Aachen UniversityEmail confirmado em comm.rwth-aachen.de
Carsten RöckerTH OWL, GermanyEmail confirmado em th-owl.de
Edgar WeipplUniversity of Vienna, Head of SQI CD-Laboratory, SBA ResearchEmail confirmado em univie.ac.at
Wolfgang SlanyProfessor of Computer Science, Technische Universität Graz, AustriaEmail confirmado em tugraz.at
Vasile PaladeProfessor of Artificial Intelligence and Data Science, Coventry UniversityEmail confirmado em coventry.ac.uk
Igor JurisicaEmail confirmado em ai.utoronto.ca
A Min TjoaProfessor of Computer Science, Vienna University of TechnologyEmail confirmado em ifs.tuwien.ac.at
Randy GoebelProfessor of Computing Science, University of AlbertaEmail confirmado em ualberta.ca
Tobias SchreckProfessor of Computer Science, Graz University of TechnologyEmail confirmado em cgv.tugraz.at
Douglas KellUniversity of LiverpoolEmail confirmado em liv.ac.uk
Michael Blumenschein (Hund)Data Analysis and Visualization Group, University of KonstanzEmail confirmado em uni-konstanz.de
Daniel KeimProfessor of Computer Science, Data Analysis and Visualization, University of KonstanzEmail confirmado em uni-konstanz.de
Cagatay TurkayProfessor at University of WarwickEmail confirmado em warwick.ac.uk
Tiziana CatarciProfessor of Computer Engineering, Sapienza - Università di RomaEmail confirmado em dis.uniroma1.it
Russell BealeProfessor of Human-Computer Interaction & Director, HCI Centre - University of BirminghamEmail confirmado em cs.bham.ac.uk
Helwig HauserUniversity of BergenEmail confirmado em UiB.no
David KoslickiComputer Science and Engineering, Biology, Huck Institutes of the Life Sciences, Penn StateEmail confirmado em psu.edu
Gabriella PasiUniversità degli Studi di Milano BicoccaEmail confirmado em unimib.it
Franz WotawaProfessor of Computer Science, Graz University of Technology, AustriaEmail confirmado em ist.tugraz.at
Kai XuUniversity of NottinghamEmail confirmado em nottingham.ac.uk

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Andreas Holzinger

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

Email confirmado em boku.ac.at - Página inicial

Human-Centered AI Explainable-AI interactive Machine Learning Decision Support trustworthy AI


Título Ordenar por citações Ordenar por ano Ordenar por título	Citado por Citado por	Ano
Usability engineering methods for software developers A Holzinger Communications of the ACM 48 (1), 71-74, 2005	1379	2005
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	1016	2019
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	983	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	847	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	776	2017
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	491	2007
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	406	2002
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	368	2018
From machine learning to explainable AI A Holzinger 2018 world symposium on digital intelligence for systems and machines (DISA …, 2018	314	2018
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	313	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	299	2007
Augmentor: an image augmentation library for machine learning MD Bloice, C Stocker, A Holzinger arXiv preprint arXiv:1708.04680, 2017	297	2017
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	283	2020
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	279	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	268	2005
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	266	2014
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	266	2014
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	259	2021
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	256	2009
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	252	2018

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