Anna Saranti

Motivation The tremendous success of graphical neural networks (GNNs) already had a major impact on systems biology research. For example, GNNs are currently being used for drug target recognition in protein–drug interaction networks, as well as for cancer gene discovery and more. Important aspects whose practical relevance is often underestimated are comprehensibility, interpretability and explainability.…

Forestry work is one of the most difficult and dangerous professions in all production areas worldwide – therefore, any kind of occupational safety and any contribution to increasing occupational safety plays a major role, in line with addressing sustainability goal SDG 3 (good health and well-being). Detailed records of occupational accidents and the analysis of…

The main impetus for the global efforts toward the current digital transformation in almost all areas of our daily lives is due to the great successes of artificial intelligence (AI), and in particular, the workhorse of AI, statistical machine learning (ML). The intelligent analysis, modeling, and management of agricultural and forest ecosystems, and of the…

AI ML DL Page 1 Inaugural Lecture Andreas Holzinger 7.11.2022 1 Andreas Holzinger, Anna Saranti, Alessa Angerschmid, Carl O. Retzlaff, Christoph Gollob, Arne Nothdurft, Sarah Witzmann, Laura Matiz, Christian Kanzian, Franz Holzleitner, Ferdinand Hönigsberger, Martin Kühmaier, Karl Stampfer University of Natural Resources and Life Sciences, Vienna Department of Forest and Soil Sciences Institute of Forest…

Lack of trust in artificial intelligence (AI) models in medicine is still the key blockage in the use of AI as clinical decision support systems (CDSS). Although AI models are already performing excellently in medicine, their black-box nature entails that it is often impossible to understand why a particular decision was made. In the field…

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