Projects per year
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Dive into the research topics where Stephan Winkler is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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KI-gestützte Wissensdatenbank - AI-drivenknowledge database for the digitalisation of expert knowledge in industrial plastics production
Zwettler, G. A. (PI), Hanreich, M. (CoI), Schönböck, J. (CoI), Altmann, J. (CoI), Winkler, S. (CoI), Praschl, C. (CoPI) & Praschl, C. (CoI)
COMET Competence Centers for Excellent Technologies
01.01.2024 → 30.09.2027
Project: Research Project
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TDE - Cooperation with TDE
Winkler, S. (PI) & Dorl, S. (CoI)
01.07.2019 → 31.12.2020
Project: Research Project
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SESAM
Winkler, S. (PI), Dorfer, V. (CoI) & Strobl, M. T. (CoI)
01.03.2013 → 29.02.2016
Project: Research Project
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NanoDetect
Winkler, S. (PI), Dorfer, V. (CoI), Jacak, J. (CoI) & Schaller, S. (CoI)
01.01.2013 → 31.12.2015
Project: Research Project
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Automatic ETL Pipeline Generation for Mapping Heterogeneous Clinical Data into the OMOP Common Data Model
Mayrhuber, E. M., Stampfer, P., Veeranki, S., Steininger, L. & Winkler, S., 13 May 2026, p. 139-144. 6 p.Research output: Contribution to conference › Paper › peer-review
Open Access -
Editorial of the Special Issue: Parallel Problem Solving from Nature PPSN 2024 Extended Versions of Best Paper Candidates
Affenzeller, M., Winkler, S. M., Kononova, A. V., Trautmann, H., Tušar, T., Machado, P. & Bäck, T., 2026, (Accepted/In press) In: Evolutionary Computation.Research output: Contribution to journal › Article › peer-review
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Federated Machine Learning for Risk Prediction in Nursing Care
Mayrhuber, E. M., Stampfer, P., Veeranki, S. & Winkler, S., Feb 2026, p. 211-212. 2 p.Research output: Contribution to conference › Abstract › peer-review
Open Access -
Improved and interpretable accelerometer-based farrowing prediction
Mayrhuber, E., Maschat, K., Brunner, D., Winkler, S. M. & Oczak, M., 1 Mar 2026, In: Biosystems Engineering. 263, p. 104381 104381.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Skeleton integrity: A method for the efficient fine-tuning of pose estimation models for pigs
Brunner, D., Bordes, M., Mayrhuber, E. M., Winkler, S., Dorfer, V. & Oczak, M., Apr 2026, In: Biosystems Engineering. 264, 104380.Research output: Contribution to journal › Article › peer-review
Open Access
Activities
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Gene Expression Prediction for the Identification of Significant Genes in Signaling Pathways and Simulation of their Effects
Klein, S. (Speaker), Schaller, S. (Speaker), Winkler, S. (Speaker) & Vetter, J. (Speaker)
23 Sept 2025Activity: Talk or presentation › Oral presentation
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LeiVMed: A medical information system for improved transparency in medical healthcare and leveraging the potential of machine learning methods
Vetter, J. (Speaker), Strobl, M. T. (Speaker), Hochstrasser, T. (Speaker), Guttmann, J. (Speaker), Buur, L. M. (Speaker), Wechselberger, M. G. (Speaker), Königswieser, T. (Speaker), Halmerbauer, G. (Speaker) & Winkler, S. (Speaker)
23 Sept 2025Activity: Talk or presentation › Oral presentation
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TrainYourBrain Optimizer – KI in der Demenzforschung
Schaller, S. (Speaker), Munk, K. M. (Speaker) & Winkler, S. (Speaker)
13 Jun 2025Activity: Talk or presentation › Oral presentation
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Efficiency of AI Models in Complication Detection after Surgery
Vetter, J. (Speaker), Strobl, M. T. (Speaker), Hochstrasser, T. (Speaker), Königswieser, T. (Speaker), Halmerbauer, G. (Speaker) & Winkler, S. (Speaker)
25 Sept 2024Activity: Talk or presentation › Oral presentation
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ISQua's 39th International Conference
Hochstrasser, T. (Participant), Halmerbauer, G. (Participant), Strobl, M. T. (Participant) & Winkler, S. (Participant)
30 Aug 2023Activity: Participating in or organising an event › Participating in a conference, workshop, ...