2026 Andreas Holzinger: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	80	1086	1051	8	7	563	25094

Research.com Recognitions

2026 - Research.com Computer Science in Austria Leader Award
2025 - Research.com Computer Science in Austria Leader Award
2022 - Research.com Computer Science in Austria Leader Award
2021 - Fellow of the International Federation for Information Processing (IFIP)
2020 - Member of the European Laboratory for Learning and Intelligent Systems (ELLIS)
2019 - Member of Academia Europaea

Overview

Andreas Holzinger is affiliated with BOKU University in Austria and has a research focus primarily in the field of Computer Science, with significant work also in Medicine. Their subfields of study include Artificial Intelligence, Health Informatics, Molecular Biology, Computer Vision and Pattern Recognition, and Environmental Engineering.

The main topics addressed in their work cover areas such as Explainable Artificial Intelligence (XAI), Artificial Intelligence in Healthcare and Education, Machine Learning in Healthcare, Ethics and Social Impacts of AI, Adversarial Robustness in Machine Learning, Remote Sensing and LiDAR Applications, and Machine Learning and Data Classification.

Holzinger has published extensively in several venues, including:

arXiv (Cornell University)
New Biotechnology
Information Fusion
Zenodo (CERN European Organization for Nuclear Research)
Electronics

Best Publications

Causability and explainability of artificial intelligence in medicine.

Andreas Holzinger;Georg Langs;Helmut Denk;Kurt Zatloukal

1595
Citations
Usability engineering methods for software developers

Andreas Holzinger

1378
Citations
Successful implementation of user-centered game based learning in higher education: An example from civil engineering

Martin Ebner;Andreas Holzinger

966
Citations
Interactive machine learning for health informatics: when do we need the human-in-the-loop?

Andreas Holzinger

918
Citations
What do we need to build explainable AI systems for the medical domain

Andreas Holzinger;Chris Biemann;Constantinos S. Pattichis;Douglas B. Kell

730
Citations
Evaluating the Quality of Machine Learning Explanations: A Survey on Methods and Metrics

Jianlong Zhou;Amir H. Gandomi;Fang Chen;Andreas Holzinger

547
Citations
Ambient intelligence in assisted living: enable elderly people to handle future interfaces

Thomas Kleinberger;Martin Becker;Eric Ras;Andreas Holzinger

486
Citations
Legal, regulatory, and ethical frameworks for development of standards in artificial intelligence (AI) and autonomous robotic surgery.

Shane O'Sullivan;Nathalie Nevejans;Colin Allen;Andrew Blyth

394
Citations
Student-Centered Teaching Meets New Media: Concept and Case Study

Renate Motschnig-Pitrik;Andreas Holzinger

392
Citations
Measuring the Quality of Explanations: The System Causability Scale (SCS): Comparing Human and Machine Explanations.

Andreas Holzinger;André M. Carrington;Heimo Müller

383
Citations
Towards multi-modal causability with Graph Neural Networks enabling information fusion for explainable AI

Andreas Holzinger;Bernd Malle;Anna Saranti;Bastian Pfeifer

318
Citations
Explainable AI: The new 42?

Randy Goebel;Ajay Chander;Katharina Holzinger;Freddy Lecue

300
Citations
On some aspects of improving mobile applications for the elderly

Andreas Holzinger;Gig Searle;Alexander Nischelwitzer

296
Citations
Knowledge Discovery and interactive Data Mining in Bioinformatics - State-of-the-Art, future challenges and research directions

Andreas Holzinger;Andreas Holzinger;Matthias Dehmer;Igor Jurisica;Igor Jurisica

275
Citations
From Machine Learning to Explainable AI

Andreas Holzinger

266
Citations
Recommender systems in the healthcare domain: state-of-the-art and research issues

Thi Ngoc Trang Tran;Alexander Felfernig;Christoph Trattner;Andreas Holzinger

260
Citations
Learning performance with interactive simulations in medical education: Lessons learned from results of learning complex physiological models with the HAEMOdynamics SIMulator

Andreas Holzinger;Michael D. Kickmeier-Rust;Sigi Wassertheurer;Michael Hessinger

259
Citations
Augmentor: An Image Augmentation Library for Machine Learning

Marcus D. Bloice;Christof Stocker;Andreas Holzinger

259
Citations
Biomedical image augmentation using Augmentor.

Marcus Daniel Bloice;Peter M. Roth;Andreas Holzinger;Andreas Holzinger

258
Citations
Mobile phones as a challenge for m-learning: examples for mobile interactive learning objects (MILOs)

A. Holzinger;A. Nischelwitzer;M. Meisenberger

253
Citations
Data Mining with Decision Trees: Theory and Applications

Andreas Holzinger

209
Citations
Efficiency in Learning: Evidence-Based Guidelines to Manage Cognitive Load.

Andreas Holzinger

0
Citations

Frequent Co-Authors

Martina Ziefle RWTH Aachen University

Ulf Karsten University of Rostock

Cornelius Lütz University of Innsbruck

Edgar R. Weippl University of Vienna

Igor Jurisica University Health Network

Bernhard Kräutler University of Innsbruck

Matthias Dehmer University of Miami

Vasile Palade Coventry University

Ilse Kranner University of Innsbruck

Tobias Schreck Graz University of Technology

External Links

Personal website of Andreas Holzinger Google Scholar page

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