Andreas Holzinger
Univ.Prof. Ing. Mag.Mag. Dr. Andreas Holzinger
Institute of Forest Engineering
Location Konrad-Lorenz-Straße 20, 3430 Tulln an der Donau
Email andreas.holzinger@boku.ac.at
ORCID: 0000-0002-6786-5194, opens in new window.
AuthorId : 23396282000, opens in new window.
ResearcherId : E-9530-2010
GoogleScholar : https://scholar.google.com/citations?hl=en&user=BTBd5V4AAAAJ&view_op=list_works&sortby=pubdate, opens in new window.
Research Focus
The use of AI in domains that impact human life has led to increased demand for trustful and controllable AI. 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 of Human-Centered AI (HCAI) to put the human in-control of AI, aligning artificial intelligence with human intelligence, social values, ethical principles, and legal requirements to ensure secure, safe and conrollable AI.
Career
- 2022 Full Professor for digital transformation in smart farm and forest operations
- 2021 Fellow of the International Federation for Information Processing (ifip) for his pioneer work in interactive machine learning with the human-in-the-loop and multimodal causability
- 2020 Member of the European Laboratory for Learning and Intelligent Systems (ELLIS)
- 2019 - 2022 Visiting Professor for explainable Artificial Intelligence at the XAI Lab, Alberta Machine Intelligence Institute (amii), University of Alberta, Edmonton (Canada)
- 2019 Ordinary Member of the Academia Europaea, the European Academy of Science, in the section Informatics
Awards
- Year: 2025 Awards: Most influencial Paper Award "human-in-the-loop"
Projects
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0 Projects found.
Publications
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Knowledge Transfer to Society
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Media
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Presentations
List by country with the number of lectures given there:
- Austria+' '+27
- Bahamas+' '+1
- Finland+' '+1
- France+' '+1
- Italy+' '+3
- New Zealand+' '+2
- United States+' '+4
39 lecures found.
Year: 2024 - Human-Centered AI in Forest and Soil Sciences: Challenges and Opportunities
Art: Talk - Keynote Speaker (Invited Speaker)
Autoren: Holzinger, A; Stampfer K
Event: AI Workshop OEBB Infra
Period: 30.01.2024 - 30.01.2024 | Organizer: ÖBB-Infrastruktur Bau AG
Year: 2024 - On Trust in AI
Art: Lecture - Keynote Speaker (Invited Speaker)
Autoren: Holzinger, A
Event: Ulster University AI Seminar Series
Period: 01.05.2024 - 01.05.2024 | Location: Online | Organizer: University of Ulster
Year: 2024 - Progress in Digital Transformation for Smart Farm and Forest Operations
Art: Talk - Keynote Speaker (Invited Speaker)
Autoren: Holzinger, A; Schweng, S; Buchelt, A; Rozajac, D; Hörl, B; Retzlaff, CO; Hönigsberger, F; Gollob, C; Nothdurft, A; Stampfer, K
Event: HCAI Eval-Symposium Digital Transformation Tulln
Period: 22.05.2024 - 22.05.2024 | Location: TULLN, AUSTRIA
Year: 2024 - Towards Forestry 5.0 with Human-Centered Artificial Intelligence
Art: Talk - Selected presentation
Autoren: Holzinger, A; Stampfer, K
Event: Symposium Digitalisierung in der Land- und Forstwirtschaft
Period: 22.05.2024 - 22.05.2024 | Location: Konrad Lorenz-Straße 20 3430 Tulln 40 | Organizer: BOKU University
Year: 2024 - From Industry 5.0 to Forestry 5.0 - Progress in Digital Transformation
Art: Talk - Keynote Speaker (Invited Speaker)
Autoren: Holzinger, A; Schweng, S; Buchelt, A; Rozajac, D; Hörl, B; Retzlaff, CO; Hönigsberger, F; Gollob, C; Nothdurft, A; Stampfer, K
Event: HCAI-Lab Symposium Digital Transformation for Smart Farm and Forest Operations
Period: 11.09.2024 | Location: TULLN, AUSTRIA | Organizer: University of Natural Resources and Life Sciences Vienna (BOKU)
Year: 2024 - Progess in Digital Transformation in Smart Farm and Forest Operations
Art: Talk - Selected presentation
Autoren: Holzinger, A; Schweng, S; Buchelt, B; Hörl, B; Rozajac, D; Schraick, LM; Nothdurft, A; Gollob, C; Stampfer, K
Event: HCAI-Lab Symposium Digital Transformation for Smart Farm and Forest Operations
Period: 11.09.2024 | Location: TULLN, AUSTRIA | Organizer: University of Natural Resources and Life Sciences Vienna (BOKU)
Year: 2023 - From Point Cloud Data to Geometric Deep Learning
Art: Talk - Keynote Speaker (Invited Speaker)
Autoren: Holzinger, A; Saranti A; Jalali A; Angerschmid, A; Gollob C; Nothdurft A; Stampfer K
Event: Schlumberger Lecture 2023 - Digitalisierung – (K)intelligente Systeme für den Weinbau
Period: 09.03.2023 | Location: Tulln an der Donau, Austria
Year: 2023 - Automatisierung der Abgrenzung von Arbeitszyklen anhand von Maschinensensordaten bei Mastseilgeräten: Entwicklung eines Prototyps.
Art: Talk - Selected presentation
Autoren: Stampfer, K; Varch, T; Malle, D; Erber, G; Gollob, Ch; Spinelli, R; Holzinger, A;
Event: FHP Arbeitsgruppe Holzernte und Holzanlieferung 2023
Period: 08.03.2023 | Location: Pöls, Austria | Location: Pöls, Austria
Year: 2023 - Human-Centered AI to foster Trustworthy AI
Art: Talk - Keynote Speaker (Invited Speaker)
Autoren: Holzinger, A
Event: Institute for Pure and Applied Mathematics
Period: 09.01.2023 - 11.01.2023 | Location: Los Angeles, CA, USA
Year: 2023 - How Actionable Explainable AI (AxAI) can contribute to a better understanding of forest accidents
Art: Talk - Selected presentation
Autoren: Saranti A; Gevaert A; Hönigsberger, F; Angerschmid A; Jalali A; Gollob C; Retzlaff C; Sommer F; Stampfer, K; Holzinger A
Event: FORMEC 2023
Year: 2023 - Human-Centered AI to foster trustworthy Artificial Intelligence in Forestry
Art: Talk - Selected presentation
Autoren: Holzinger, A; Saranti, A; Nothdurft, A; Gollob, C; Hönigsberger F; Retzlaff C; Stampfer, K.
Event: Data Science for Sustainable Forestry Conference
Year: 2023 - Digitale Transformation in der Forsttechnik – ein Überblick über Herausforderungen Künstlicher Intelligenz in der Waldwirtschaft
Art: Talk - Selected presentation
Autoren: Holzinger, A; Saranti, A; Angerschmid, A; Retzlaff C; Sommer, F; Jalali, A; Nothdurft, A; Gollob, C; Hönigsberger, F; Stampfer, K.
Event: 70. Wintertagung Waldwirtschaft 2023
Period: 20.01.2023 | Location: Graz, Austria
Year: 2023 - Seilgerätesimulator - Virtual Reality für Trainingszwecke
Art: Talk - Selected presentation
Autoren: Angerschmid, A; Hönigsberger, F; Gollob, C; Holzinger, A; Stampfer, K
Event: Tagung der Forstlichen Arbeitslehrenden Österreichs
Period: 05.10.2023 - 06.10.2023 | Location: Wien | Location: Wien, AUSTRIA
Year: 2023 - Understanding Fuel Efficiency in Cable Yarding Operations - Automated Machine Sensor Based Data Analysis
Art: Talk - Selected presentation
Autoren: Varch, T; Erber, G; Spinelli, R; Magagnotti, N; Visser, R; Harril, H; Gollob, C; Malle, D; Holzinger, A; Stampfer, K
Event: 8. WABO Student Conference 2023: Shaping the Future of Forest and Soil Science
Period: 26.05.2023 | Location: Vienna | Location: Vienna, Austria, University of Natural Resources and Life Sciences | Location: Vienna, AUSTRIA | Location: Wien | Location: Wien | Organizer: BOKU University
Year: 2023 - Bewirtschaftungsmaßnahmen, Kalamitätsmanagement und Forsttechnik im Schutzwald
Art: Talk - Selected presentation
Autoren: Stampfer, K; Gollob, Ch; Ritter, T; Nothdurft, A; Kanzian, Ch; Hönigsberger, F; Holzleitner, F; Kühmaier, M; Retzlaff, C; Kirisits, T; Holzinger, A;
Event: Jahreshauptversammlung 2023, Kärntner Forstverein
Period: 11.05.2023 | Location: Ossiach, AUSTRIA
Year: 2023 - Monitoring of forest roads with mobile laser scanning: automatic identification and measurement of cross section
Art: Talk - Selected presentation
Autoren: Gollob, C; Kraßnitzer, R; Ritter, T; Tockner, A; Witzmann, S; Kühmaier, M; Kanzian, C; Hönigsberger, F; Angerschmid, A; Saranti, A; Holzinger, A; Stampfer, K; Nothdurft, A.
Event: 55th International Symposium on Forestry Mechanization 2023
Period: 20.09.2023 - 22.09.2023 | Location: Firenze, ITALY
Year: 2023 - Leveraging Immersive Technology for Enhanced Learning in the Forestry Sector: A Study on Virtual and and Augmented Reality Applications
Art: Talk - Selected presentation
Autoren: Angerschmid, A; Hönigsberger, F; Gollob, C; Holzinger, A; Stampfer, K
Event: 55th International Symposium on Forestry Mechanization 2023
Period: 20.09.2023 - 22.09.2023 | Location: Firenze, ITALY
Year: 2023 - Moderne Waldinventur mittels Laserscanner Technologien (ALS, TLS, PLS)
Art: Talk - Selected presentation
Autoren: Gollob, C; Tockner, A; Ritter, T; Kraßnitzer, R; Witzmann, S; Sarkleti, V; Ofner-Graff, T; Holzinger, A; Stampfer, K; Nothdurft, A
Event: Forstökonomische Tagung 2023
Period: 07.11.2023 - 11.03.2024 | Location: Bruck/Mur, AUSTRIA | Location: Bruck an der Mur | Organizer: Land&Forst Betriebe Österreich, BOKU, Österreichischer Forstverein
Year: 2023 - Human-Centered AI to foster Explainability and Robustness for Trustworthy AI - how can AI help to make forestry safer ?
Art: Talk - Selected presentation
Autoren: Holzinger, A; Saranti, A; Retzlaff C; Nothdurft, A; Gollob, C; Hönigsberger F; Stampfer K
Event: Data Driven Research Smeinar Series Eastern Finland
Period: 28.04.2023 | Location: Joensu, University of Eastern Finland
Year: 2023 - Digitale Transformation in der Forsttechnik
Art: Talk - Keynote Speaker (Invited Speaker)
Autoren: Holzinger, A; Sommer, F; Saranti, A; Retzlaff, CR; Nothdurft, A; Gollob, C; Hönigsberger, F.; Stampfer, K
Event: Land & Forstbetriebe Österreich, Next Generation Tagung
Period: 21.04.2023 | Location: Großenzersdorf
Year: 2023 - Opportunities for technology to modernize forest operations
Art: Talk - Selected presentation
Autoren: Stampfer, K; Gollob, Ch; Nothdurft, A; Kanzian, Ch; Hönigsberger, F; Holzleitner, F; Kühmaier, M; Holzinger, A;
Event: KOMATSU Forest Dealer Day
Period: 03.10.2023 | Location: Wr. Neustadt, AUSTRIA
Year: 2023 - Managing Environmental Performance in Austrian Forestry
Art: Talk - Selected presentation
Autoren: Stampfer, K; Gollob, Ch; Nothdurft, A; Kanzian, Ch; Hönigsberger, F; Huber, Ch; Kühmaier, M; Visser, R; Holzinger, A;
Event: School of Forestry, University of Canterbury
Period: 19.07.2023 - 04.04.2024 | Location: Christ Church, NEW ZEALAND | Organizer: University of Canterbury, New Zealand
Year: 2023 - Human-Centered AI for smart forest operations
Art: Talk - Selected presentation
Autoren: Holzinger, A; Saranti, A; Jalai, A; Retzlaff, C
Event: BOKU Data Science Day: Explainable Machine Learning
Year: 2023 - Digitalisierung des Forststraßennetzes im Lehrforst Rosalia
Art: Poster - Selected presentation
Autoren: Stulik, S; Gollob, C; Angerschmid, A; Holzinger, A; Nothdurft, A, Stampfer, K
Event: 8. WABO Student Conference 2023: Shaping the Future of Forest and Soil Science
Period: 26.05.2023 | Location: Vienna | Location: Vienna, Austria, University of Natural Resources and Life Sciences | Location: Vienna, AUSTRIA | Location: Wien | Location: Wien | Organizer: BOKU University
Year: 2023 - Using UWB sensors to monitor the danger zone of timber harvesting operations
Art: Talk - Selected presentation
Autoren: Hönigsberger, F; Gollob, C; Stampfer, E; Holzinger, A; Stampfer, K
Event: 55th International Symposium on Forestry Mechanization 2023
Period: 20.09.2023 - 22.09.2023 | Location: Firenze, ITALY
Year: 2023 - Digital Transformation in Smart Forest Operations
Art: Talk - Selected presentation
Autoren: Holzinger, A; Saranti, A; Angerschmid, A; Retzlaff, C; Sommer, F; Jalali, A.; Nothdurft, A; Gollob, C; Hönigsberger, F; Stampfer, K;
Event: 38th Scientific Seminar Digital Tools for research at Wood K plus 2023
Period: 01.03.2023 | Location: Tulln an der Donau, Austria
Year: 2023 - Digitalisierung Walderschließung – Forststraßenmonitoring mit Laserscanning
Art: Talk - Selected presentation
Autoren: Gollob, C; Kraßnitzer, R; Ritter, T; Tockner, A; Witzmann, S; Kühmaier, M; Kanzian, C; Hönigsberger, F; Angerschmid, A; Saranti, A; Holzinger, A; Stampfer, K; Nothdurft, A
Event: Tagung der Forstlichen Arbeitslehrenden Österreichs
Period: 05.10.2023 - 06.10.2023 | Location: Wien | Location: Wien, AUSTRIA
Year: 2023 - Research Projects in Forest Engineering
Art: Talk - Selected presentation
Autoren: Stampfer, K; Gollob, Ch; Nothdurft, A; Kanzian, Ch; Hönigsberger, F; Varch, T; Malle, D; Erber, G; Holzleitner, F; Holzfeind, T; Kühmaier, M; Holzinger, A; Spinelli, R; Visser, R;
Event: School of Forestry, University of Canterbury
Period: 19.07.2023 - 04.04.2024 | Location: Christ Church, NEW ZEALAND | Organizer: University of Canterbury, New Zealand
Year: 2023 - Digitale Transformation in der Forsttechnik - Überblick
Art: Talk - Selected presentation
Autoren: Holzinger, A; Retzlaff C; Nothdurft, A; Gollob C; Hönigsberger, F.; Stampfer, K
Event: Walddialog der Landwirtschaftskammer NÖ
Period: 01.06.2023 | Location: Wieselburg
Year: 2022 - Machine learning and knowledge extraction to support work safety for smart forest operations
Art: Talk - Selected presentation
Autoren: Hönigsberger, F; Saranti, A; Angerschmid, A; Retzlaff, C; Gollob, C; Witzmann, S; Nothdurft, A; Kieseberg, P; Holzinger, A; Stampfer, K;
Event: International IFIP Cross Domain (CD) Conference for Machine Learning & Knowledge Extraction (MAKE) CD-MAKE 2022
Period: 23.08.2022 - 26.08.2022 | Location: Vienna, Austria
Year: 2022 - Effects of Fairness and Explanation on Trust in Ethical AI
Art: Talk - Selected presentation
Autoren: Angerschmid, A; Theuermann, K; Holzinger, A; Chen, F; Zhou, J
Event: International IFIP Cross Domain (CD) Conference for Machine Learning & Knowledge Extraction (MAKE) CD-MAKE 2022
Period: 23.08.2022 - 26.08.2022 | Location: Vienna, Austria
Year: 2022 - Smart Sensors to Detect People in Danger Zones of Forest Operations
Art: Talk - Selected presentation
Autoren: Hönigsberger, F; Gollob, C; Holzinger, A; Visser, R; Varch, T; Stefka, G; Schreiner, C; Stampfer, K
Event: 54th International Symposium on Forest Mechanization COFE-FORMEC-IUFRO 2022
Period: 04.10.2022 - 07.10.2022 | Location: Corvallis, OR, USA
Year: 2022 - Smart Forest Operations - Concept for Future Forestry or Buzzword?
Art: Talk - Selected presentation
Autoren: Stampfer, K; Gollob, C; Nothdurft, A; Kanzian, C; Hönigsberger, F; Kühmaier, M; Holzinger, A
Event: 54th International Symposium on Forest Mechanization COFE-FORMEC-IUFRO 2022
Period: 04.10.2022 - 07.10.2022 | Location: Corvallis, OR, USA
Year: 2022 - Forschungsaktivitäten im Bereich Forsttechnik und Digitalisierung
Art: Talk - Selected presentation
Autoren: Stampfer, K; Holzinger, A; Nothdurft, A; Kühmaier, M; Gollob, C
Event: Vernetzung von Forschung und Praxis
Period: 07.04.2022 | Location: Online, Unknown
Year: 2022 - Digitalisierung und Robotik in der Forstwirtschaft – Stand und Perspektiven
Art: Talk - Selected presentation
Autoren: Holzinger, A; Saranti, A; Angerschmid, A; Retzlaff, CO; Matiz, L; Witzmann, S; Gollob, C; Nothdurft, A; Hönigsberger, F; Stampfer, K
Event: Abschlussveranstaltung DiLaAg – Digitalisierungs- und Innovationslabor in den Agrarwissenschaften
Period: 11.11.2022 | Location: Tulln an der Donau, Austria
Year: 2022 - Multi-Objective Optimization of Cable Roads
Art: Talk - Selected presentation
Autoren: Carl Retzlaff, Christoph Gollob, Arne Nothdurft, Anna Saranti Alessa Angerschmid, Karl Stampfer, Andreas Holzinger
Event: 54th International Symposium on Forest Mechanization COFE-FORMEC-IUFRO 2022
Period: 04.10.2022 - 07.10.2022 | Location: Corvallis, OR, USA
Year: 2022 - Causability; Measuring the Quality of Explanations
Art: Talk - Selected presentation
Autoren: Holzinger, A
Event: MIE explainable AI Panel
Period: 27.05.2022 | Location: Nice, France
Year: 2022 - Human‐Centered AI to foster Trustworthy AI
Art: Talk - Keynote Speaker (Invited Speaker)
Autoren: Holzinger, A.
Event: 21st IEEE International Conference on Machine Learning and Applications 2022
Period: 12.12.2022 - 15.12.2022 | Location: Nassau, Bahamas
Year: 2022 - Explainability & Causability for trustworthy AI
Art: Talk - Selected presentation
Autoren: Holzinger, A
Event: ENARIS 2022
Period: 01.12.2022 | Location: Vienna, Austria
Supervised Theses
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