Andreas Holzinger

Univ.-Prof. Mag.phil. Mag.rer.nat. Dr.phil. Ing.

1995 …2024

Research activity per year

Personal profile

Research interests

Andreas Holzinger pioneered in interactive machine learning with the human-in-the-loop promoting robustness and explainability to foster trustworthy AI. He advocates a synergistic approach to Human-Centered AI (HCAI) to align new technology with human values, ethical principles, and legal requirements to ensure privacy, security, and safety.

For his achievements he was elected a member of Academia Europaea in 2019, the European Academy of Science, of the European Laboratory for Learning and Intelligent Systems (ELLIS) in 2020, and Fellow of the international federation of information processing (ifip) in 2021.  He obtained his Ph.D. with a topic in Cognitive Science from Graz University in 1998, and his Habilitation (UOG 93, venia docendi) in Computer Science from Graz University of Technology in 2003. Andreas was Visiting Professor for Machine Learning & Knowledge Extraction in Verona (Italy), RWTH Aachen (Germany), and the University College London (UK). From July 2019 until February 2022 Andreas was a Visiting Professor for explainable AI at the University of Alberta (Canada).  Andreas Holzinger has been appointed full professor for digital transformation in smart farm and forest operations at the University of Natural Resources and Life Sciences Vienna as of March, 1, 2022.

Scholar (h-index) | DBLP | ORCID | Mendeley | Research Gate | Holzinger Group | International Expert Network HCI-KDD

External positions

Visiting Professor Machine Learning for Health Informatics, Technische Universität Wien, Fakultät für Informatik

1 Mar 2016 → …

Austrian Fields of Study 2012 (6-stellig)

  • 102015 Information systems
  • 102019 Machine learning
  • 102020 Medical informatics
  • 102001 Artificial intelligence

Keywords

  • QA75 Electronic computers. Computer science
  • Machine Learning
  • Health Informatics
  • explainable AI

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