Miroslav Kárný
Miroslav Kárný publishes mostly in Artificial Intelligence, Control and Systems Engineering and Statistical and Nonlinear Physics, on topics such as Control Systems and Identification, Bayesian Methods and Mixture Models and Bayesian Modeling and Causal Inference.
- World rank
- #1,174,575 of 1,633,909 ranked researchers
- Rank in Czechia
- #5,128 of 9,029
- Works
- 44
- Citations
- 62
- Citations per work
- 1.4
What does Miroslav Kárný research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence29% of their works
- 2Control and Systems Engineering21% of their works
- 3Statistical and Nonlinear Physics6% of their works
- 4Management Science and Operations Research6% of their works
- 5Computational Theory and Mathematics4% of their works
- 6Computational Mechanics3% of their works
Research topics
Which keywords describe Miroslav Kárný's research?
The keywords of their largest research topics: Bayesian Inference, Variational Inference, Parameter Estimation, System Identification, Machine Learning, Deep Learning, Clustering and Mixture Models.
- Self-Organizing Maps
- Process Monitoring
- Long-Range Interactions
- Sparse Regression
- Model Predictive Control
- Causal Inference
- Mixture Models
- Deep Learning
- System Identification
- Variational Inference
- Bayesian Inference
- Parameter Estimation
- Machine Learning
- Clustering
- Bayesian Networks
- Gaussian Processes
- Optimization
- Fault Detection
- Nonextensive Statistical Mechanics
- Neural Networks
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 20 words, with their numbers
- Bayesian Inference92 topics
- Variational Inference92 topics
- Parameter Estimation81 topic
- System Identification81 topic
- Machine Learning72 topics
- Deep Learning62 topics
- Clustering51 topic
- Mixture Models51 topic
- Bayesian Networks41 topic
- Causal Inference41 topic
- Gaussian Processes41 topic
- Model Predictive Control41 topic
- Optimization41 topic
- Sparse Regression41 topic
- Fault Detection31 topic
- Long-Range Interactions31 topic
- Nonextensive Statistical Mechanics31 topic
- Process Monitoring31 topic
- Neural Networks21 topic
- Self-Organizing Maps21 topic
Where does Miroslav Kárný work?
Miroslav Kárný's main affiliation in the publication record is Czech Academy of Sciences, Institute of Information Theory and Automation, Czechia.
How many publications and citations does Miroslav Kárný have?
Science Explorer counts 44 works and 62 citations for Miroslav Kárný, ranking #1,174,575 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.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.