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
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
0 Projects found.
Publications
Knowledge Transfer to Society
Media
Presentations
Year: 2025 - Digitalisierung der Waldinventur und Forsteinrichtung mit Laserscanning – von der Forschung zur Praxis, wie kann das gelingen? (Vortrag)
Autoren: Gollob, C; Tockner, A; Ritter, T; Kraßnitzer, R; Witzmann, S; Moik, L; Sarkleti, V; Ofner-Graf, T; Holzinger, A; Stampfer, K; Nothdurft, A
Event: KI und digitale Tools zwischen Entwicklung und Praxisreife
Period: 25.02.2025 - 25.02.2025 | Location: Forstliche Ausbildungsstätte Pichl, St. Barbara im Mürztal | Organizer:
FAST PichlYear: 2024 - Human-Centered AI in Forest and Soil Sciences: Challenges and Opportunities (Vortrag)
Autoren: Holzinger, A; Stampfer K
Event: AI Workshop OEBB Infra
Period: 30.01.2024 - 30.01.2024 | Organizer:
ÖBB-Infrastruktur Bau AGYear: 2024 - On Trust in AI (Lecture)
Autoren: Holzinger, A
Event: Ulster University AI Seminar Series
Period: 01.05.2024 - 01.05.2024 | Location: Online | Organizer:
University of UlsterYear: 2024 - Digitalisierung in der Forstwirtschaft - LaDiWaldi (Vortrag)
Autoren: Gollob, C; Tockner, A; Ritter, T; Kraßnitzer, R; Witzmann, S; Sarkleti, V; Ofner-Graff, T; Holzinger, A; Stampfer, K; Nothdurft, A
Event: KAGIS-Fachtag 2024
Period: 20.06.2024 - 20.06.2024 | Location: 9020 Klagenfurt, Österreich | Organizer:
Land KärntenYear: 2024 - Progress in Digital Transformation for Smart Farm and Forest Operations (Vortrag)
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 (Vortrag)
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 UniversityYear: 2024 - From Industry 5.0 to Forestry 5.0 - Progress in Digital Transformation (Vortrag)
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 - „Digitalisierung der Forstwirtschaft“ - Inventuraufnahme mit LIDAR-Systemen - Digitaler Zwilling von Wäldern (Vortrag)
Autoren: Gollob, C; Tockner, A; Ritter, T; Kraßnitzer, R; Witzmann, S; Sarkleti, V; Ofner-Graff, T; Holzinger, A; Stampfer, K; Nothdurft, A
Event: Forstkurs japanische Forstexperten
Period: 03.11.2024 - 09.11.2024 | Location: 4801 Traunkirchen, Österreich | Organizer:
Forstliche Ausbildungsstätte TraunkirchenYear: 2024 - Progess in Digital Transformation in Smart Farm and Forest Operations (Vortrag)
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 (Vortrag)
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. (Vortrag)
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 (Vortrag)
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 (Vortrag)
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 (Vortrag)
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 (Vortrag)
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 (Vortrag)
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 (Vortrag)
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:
Universität für Bodenkultur WienYear: 2023 - Bewirtschaftungsmaßnahmen, Kalamitätsmanagement und Forsttechnik im Schutzwald (Vortrag)
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 (Vortrag)
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 (Vortrag)
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) (Vortrag)
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 an der Mur | Location: Bruck/Mur, AUSTRIA
Year: 2023 - Human-Centered AI to foster Explainability and Robustness for Trustworthy AI - how can AI help to make forestry safer ? (Vortrag)
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 (Vortrag)
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 (Vortrag)
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 (Vortrag)
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 ZealandYear: 2023 - Human-Centered AI for smart forest operations (Vortrag)
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 (Poster)
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:
Universität für Bodenkultur WienYear: 2023 - Automatic recognition of marked trees in point-clouds from Personal Laser Scanning (PLS) and Terrestrial Laser Scanning (TLS) (Poster)
Autoren: Wagner, S; Gollob, C; Ritter, T; Kraßnitzer, R; Saranti, A; Tockner, A; Witzmann, S; Holzinger, A; Nothdurft, A
Event: Silvilaser
Period: 06.09.2023 - 08.09.2023 | Location: London, UK | Location: London, UK
Year: 2023 - Using UWB sensors to monitor the danger zone of timber harvesting operations (Vortrag)
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 - Using UWB sensors to monitor the danger zone of timber harvesting operations (Vortrag)
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 (Vortrag)
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 (Vortrag)
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 (Vortrag)
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
Year: 2023 - Digitale Transformation in der Forsttechnik - Überblick (Vortrag)
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 (Vortrag)
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 (Vortrag)
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 (Vortrag)
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? (Vortrag)
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 (Vortrag)
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 (Vortrag)
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 (Vortrag)
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 - Measurement of Individual Tree Parameters with Carriage-based Laserscanning in Cable Yarding Operations (Vortrag)
Autoren: Gollob, C; Krassnitzer, R; Ritter, T; Tockner, A; Erber, G; Kühmaier, M; Hönigsberger, F; Holzinger, A; Stampfer, K; Nothdurft, A
Event: COFE-FORMEC-IUFRO 2022
Period: 04.10.2022 - 07.10.2022 | Location: Corvallis, OR, USA
Year: 2022 - Causability; Measuring the Quality of Explanations (Vortrag)
Autoren: Holzinger, A
Event: MIE explainable AI Panel
Period: 27.05.2022 | Location: Nice, France
Year: 2022 - Human‐Centered AI to foster Trustworthy AI (Vortrag)
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 (Vortrag)
Autoren: Holzinger, A
Event: ENARIS 2022
Period: 01.12.2022 | Location: Vienna, Austria