World's Best Scientists 2026 revealed!
Andreas Holzinger

Andreas Holzinger

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Computer Science
Austria
2026

D-Index & Metrics

Computer Science

D-Index
80
Citations
25094
World Ranking
1086
National Ranking
8

Andreas Holzinger publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Andreas Holzinger sits on this spectrum.

32–41 publications: 7 scientists 42–51 publications: 22 scientists 52–61 publications: 82 scientists 62–71 publications: 134 scientists 72–81 publications: 249 scientists 82–91 publications: 324 scientists 92–101 publications: 421 scientists 102–111 publications: 420 scientists 112–121 publications: 497 scientists 122–131 publications: 544 scientists 132–141 publications: 555 scientists 142–151 publications: 609 scientists 152–161 publications: 559 scientists 162–171 publications: 534 scientists 172–181 publications: 556 scientists 182–191 publications: 583 scientists 192–201 publications: 519 scientists 202–211 publications: 508 scientists 212–221 publications: 490 scientists 222–231 publications: 437 scientists 232–241 publications: 423 scientists 242–251 publications: 408 scientists 252–261 publications: 377 scientists 262–271 publications: 301 scientists 272–281 publications: 335 scientists 282–291 publications: 320 scientists 292–301 publications: 293 scientists 302–311 publications: 250 scientists 312–321 publications: 238 scientists 322–331 publications: 206 scientists 332–341 publications: 209 scientists 342–351 publications: 208 scientists 352–361 publications: 162 scientists 362–371 publications: 176 scientists 372–381 publications: 127 scientists 382–391 publications: 158 scientists 392–401 publications: 128 scientists 402–411 publications: 104 scientists 412–421 publications: 94 scientists 422–431 publications: 99 scientists 432–441 publications: 83 scientists 442–451 publications: 108 scientists 452–461 publications: 73 scientists 462–471 publications: 77 scientists 472–481 publications: 69 scientists 482–491 publications: 84 scientists 492–501 publications: 62 scientists 502–511 publications: 54 scientists 512–521 publications: 57 scientists 522–531 publications: 51 scientists 532–541 publications: 51 scientists 542–551 publications: 32 scientists 552–561 publications: 38 scientists 562–571 publications: 28 scientists 572–581 publications: 43 scientists 582–591 publications: 33 scientists 592–601 publications: 41 scientists 602–611 publications: 32 scientists 612–621 publications: 28 scientists 622–631 publications: 25 scientists 632–641 publications: 27 scientists 642–651 publications: 17 scientists 652–661 publications: 20 scientists 662–671 publications: 17 scientists 672–681 publications: 15 scientists 682–691 publications: 14 scientists 692–701 publications: 21 scientists 702–711 publications: 13 scientists 712–721 publications: 12 scientists 722–731 publications: 19 scientists 732–741 publications: 14 scientists 742–751 publications: 12 scientists 752–761 publications: 10 scientists 762–771 publications: 10 scientists 772–781 publications: 11 scientists 782–791 publications: 10 scientists 792–801 publications: 11 scientists 802–811 publications: 8 scientists 812–821 publications: 8 scientists 822–831 publications: 7 scientists 832–841 publications: 11 scientists 842–851 publications: 10 scientists 852–861 publications: 5 scientists 862–871 publications: 9 scientists 872–881 publications: 4 scientists 882–891 publications: 6 scientists 892–901 publications: 3 scientists 902–911 publications: 6 scientists 912–921 publications: 3 scientists 922–931 publications: 2 scientists 932–941 publications: 2 scientists 942–951 publications: 2 scientists 952–961 publications: 3 scientists 962–971 publications: 3 scientists 972–981 publications: 3 scientists 982–990 publications: 5 scientists 991+ publications: 100 scientists
32 publications 991+

This scientist: 563 publications — 95th percentile

95% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 991 publications or more.

Andreas Holzinger D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Andreas Holzinger sits on this spectrum.

30–31 D-Index: 879 scientists 32–33 D-Index: 983 scientists 34–35 D-Index: 918 scientists 36–37 D-Index: 990 scientists 38–39 D-Index: 968 scientists 40–41 D-Index: 907 scientists 42–43 D-Index: 821 scientists 44–45 D-Index: 763 scientists 46–47 D-Index: 689 scientists 48–49 D-Index: 543 scientists 50–51 D-Index: 543 scientists 52–53 D-Index: 518 scientists 54–55 D-Index: 500 scientists 56–57 D-Index: 458 scientists 58–59 D-Index: 400 scientists 60–61 D-Index: 337 scientists 62–63 D-Index: 308 scientists 64–65 D-Index: 292 scientists 66–67 D-Index: 249 scientists 68–69 D-Index: 213 scientists 70–71 D-Index: 192 scientists 72–73 D-Index: 189 scientists 74–75 D-Index: 165 scientists 76–77 D-Index: 139 scientists 78–79 D-Index: 119 scientists 80–81 D-Index: 121 scientists 82–83 D-Index: 113 scientists 84–85 D-Index: 88 scientists 86–87 D-Index: 87 scientists 88–89 D-Index: 75 scientists 90–91 D-Index: 69 scientists 92–93 D-Index: 57 scientists 94–95 D-Index: 46 scientists 96–97 D-Index: 38 scientists 98–99 D-Index: 34 scientists 100–101 D-Index: 36 scientists 102–103 D-Index: 27 scientists 104–105 D-Index: 37 scientists 106–107 D-Index: 18 scientists 108–109 D-Index: 31 scientists 110–111 D-Index: 19 scientists 112–113 D-Index: 16 scientists 114–115 D-Index: 12 scientists 116–117 D-Index: 20 scientists 118–119 D-Index: 15 scientists 120–121 D-Index: 5 scientists 122–123 D-Index: 20 scientists 124–125 D-Index: 8 scientists 126–127 D-Index: 5 scientists 128–129 D-Index: 7 scientists 130 D-Index: 3 scientists 131+ D-Index: 98 scientists
30 D-Index 131+

This scientist: 80 D-Index — 93rd percentile

93% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 131 D-Index or more.

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

Recent papers include:

  • "AI for life: Trends in artificial intelligence for biotechnology," 2023, New Biotechnology
  • "Evaluating the Quality of Machine Learning Explanations: A Survey on Methods and Metrics," 2021, Electronics
  • "Towards multi-modal causability with Graph Neural Networks enabling information fusion for explainable AI," 2021, Information Fusion
  • "Measuring the Quality of Explanations: The System Causability Scale (SCS)," 2020, KI - Künstliche Intelligenz
  • "Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions," 2024, Information Fusion

Collaborators frequently working with Holzinger include Heimo Müller, Anna Saranti, Bastian Pfeifer, Karl Stampfer, and Christoph Gollob.

Holzinger also has multiple book publications with Springer Science+Business Media, including various editions of "Machine Learning and Knowledge Extraction" (2020, 2021, 2022) and "Computer-Human Interaction Research and Applications" (2021, 2022).

Awards and recognitions include being named a Fellow of the International Federation for Information Processing (IFIP) in 2021, membership in the European Laboratory for Learning and Intelligent Systems (ELLIS) since 2020, and membership in Academia Europaea since 2019.

Best Publications

  • Causability and explainability of artificial intelligence in medicine.

    Andreas Holzinger;Georg Langs;Helmut Denk;Kurt Zatloukal

  • Usability engineering methods for software developers

    Andreas Holzinger

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

    Martin Ebner;Andreas Holzinger

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

    Andreas Holzinger

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

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

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

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

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

    Thomas Kleinberger;Martin Becker;Eric Ras;Andreas Holzinger

  • 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

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

    Renate Motschnig-Pitrik;Andreas Holzinger

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

    Andreas Holzinger;André M. Carrington;Heimo Müller

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

    Andreas Holzinger;Bernd Malle;Anna Saranti;Bastian Pfeifer

  • Explainable AI: The new 42?

    Randy Goebel;Ajay Chander;Katharina Holzinger;Freddy Lecue

  • On some aspects of improving mobile applications for the elderly

    Andreas Holzinger;Gig Searle;Alexander Nischelwitzer

  • 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

  • From Machine Learning to Explainable AI

    Andreas Holzinger

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

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

  • 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

  • Augmentor: An Image Augmentation Library for Machine Learning

    Marcus D. Bloice;Christof Stocker;Andreas Holzinger

  • Biomedical image augmentation using Augmentor.

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

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

    A. Holzinger;A. Nischelwitzer;M. Meisenberger

  • Data Mining with Decision Trees: Theory and Applications

    Andreas Holzinger

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

    Andreas Holzinger

Frequent Co-Authors

Martina Ziefle
Martina Ziefle RWTH Aachen University
Ulf Karsten
Ulf Karsten University of Rostock
Cornelius Lütz
Cornelius Lütz University of Innsbruck
Edgar R. Weippl
Edgar R. Weippl University of Vienna
Igor Jurisica
Igor Jurisica University Health Network
Kurt Zatloukal
Kurt Zatloukal Medical University of Graz
Bernhard Kräutler
Bernhard Kräutler University of Innsbruck
Vasile Palade
Vasile Palade Coventry University
Matthias Dehmer
Matthias Dehmer University of Miami
Ilse Kranner
Ilse Kranner University of Innsbruck

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