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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)
COMET Competence Centers for Excellent Technologies
01.01.2024 → 30.09.2027
Project: Research Project
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PROTrEIN - PROTrEIN: MS DOSS – Dynamically Optimized Search Space
Buur, L. M. (CoI) & Winkler, S. (PI)
01.01.2021 → 31.12.2024
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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A Comparison of Recent Algorithms for Symbolic Regression to Genetic Programming
Radwan, Y. A., Kronberger, G. & Winkler, S., 2025, Computer Aided Systems Theory - EUROCAST 2024 - 19th International Conference, 2024, Revised Selected Papers. Quesada-Arencibia, A., Affenzeller, M. & Moreno-Díaz, R. (eds.). Springer, p. 157-171 15 p. (Lecture Notes in Computer Science; vol. 15172 LNCS).Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review
1 Citation (Scopus) -
Adaptive Operators for Genetic Programming to Identify Optimal Energy Flow Controllers
Kefer, K., Affenzeller, M. & Winkler, S., 2025, In: Procedia Computer Science. 253, p. 1991-2002 12 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
AI-based key gene identification in the mTOR signaling pathway in acute myeloid leukemia
Vetter, J., Klein, S., Schaller, S. & Winkler, S., 20 Jul 2025.Research output: Contribution to conference › Poster › peer-review
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Allium ursinum leaves aqueous extract alleviates Pseudomonas aeruginosa infection in Caenorhabditis elegans
Hangweirer, K., Sandner, G., König, A., Kirchsteiger, J., Blank-Landeshammer, B., Winkler, S., Schurr, J. & Weghuber, J., Oct 2025, In: Phytomedicine. 146, p. 157100 157100.Research output: Contribution to journal › Article › peer-review
Open Access -
A Machine Learning Approach for the Identification of Significant Genes in Signalling Pathways in Acute Myeloid Leukemia
Klein, S., Schaller, S., Winkler, S. & Vetter, J., Apr 2025.Research output: Contribution to conference › Poster › peer-review
Activities
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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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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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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, ...