Stephan Winkler
Stephan Winkler publishes mostly in Artificial Intelligence, Molecular Biology and Control and Systems Engineering, on topics such as Evolutionary Algorithms and Applications, Metaheuristic Optimization Algorithms Research and Viral Infectious Diseases and Gene Expression in Insects.
- World rank
- #884,071 of 1,633,909 ranked researchers
- Rank in Austria
- #5,964 of 10,230
- Works
- 73
- Citations
- 110
- Citations per work
- 1.5
What does Stephan Winkler research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence39% of their works
- 2Molecular Biology10% of their works
- 3Control and Systems Engineering6% of their works
- 4Electrical and Electronic Engineering5% of their works
- 5Statistics and Probability4% of their works
- 6Computational Theory and Mathematics4% of their works
Research topics
- Evolutionary Algorithms and Applications
- Metaheuristic Optimization Algorithms Research
- Viral Infectious Diseases and Gene Expression in Insects
- Advanced Multi-Objective Optimization Algorithms
- Machine Learning and Data Classification
- Advanced Control Systems Optimization
- Statistical Methods and Inference
- Biotin and Related Studies
Which keywords describe Stephan Winkler's research?
The keywords of their largest research topics: Evolutionary Algorithms, Multiobjective Optimization, Classification, Particle Swarm Optimization, Constraint Handling, Genetic Programming, Machine Learning and Ant Colony Optimization.
- Biotin
- Regularization
- Noisy Labels
- Hyperparameter Optimization
- Genetic Algorithm
- Mammalian Cells
- Ant Colony Optimization
- Genetic Programming
- Particle Swarm Optimization
- Multiobjective Optimization
- Evolutionary Algorithms
- Classification
- Constraint Handling
- Machine Learning
- Differential Evolution
- Recombinant Protein
- Surrogate Modeling
- Model Predictive Control
- Optimization
- Variable Selection
- Proximity Labeling
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.
All 21 words, with their numbers
- Evolutionary Algorithms263 topics
- Multiobjective Optimization152 topics
- Classification142 topics
- Particle Swarm Optimization142 topics
- Constraint Handling132 topics
- Genetic Programming121 topic
- Machine Learning121 topic
- Ant Colony Optimization111 topic
- Differential Evolution111 topic
- Mammalian Cells41 topic
- Recombinant Protein41 topic
- Genetic Algorithm31 topic
- Surrogate Modeling31 topic
- Hyperparameter Optimization21 topic
- Model Predictive Control21 topic
- Noisy Labels21 topic
- Optimization21 topic
- Regularization21 topic
- Variable Selection21 topic
- Biotin11 topic
- Proximity Labeling11 topic
Where does Stephan Winkler work?
Stephan Winkler's main affiliation in the publication record is University of Applied Sciences Upper Austria, Austria.
How many publications and citations does Stephan Winkler have?
Science Explorer counts 73 works and 110 citations for Stephan Winkler, ranking #884,071 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
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