Petr Somol
Petr Somol publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Molecular Biology, on topics such as Neural Networks and Applications, Image Retrieval and Classification Techniques and Face and Expression Recognition.
- World rank
- #578,404 of 1,633,909 ranked researchers
- Rank in Czechia
- #1,707 of 9,029
- Works
- 21
- Citations
- 123
- Citations per work
- 5.9
What does Petr Somol research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence55% of their works
- 2Computer Vision and Pattern Recognition26% of their works
- 3Molecular Biology6% of their works
- 4Statistics and Probability3% of their works
- 5Signal Processing3% of their works
- 6Control and Systems Engineering3% of their works
Research topics
Which keywords describe Petr Somol's research?
The keywords of their largest research topics: Local Binary Patterns, Feature Selection, Machine Learning, Neural Networks, Backpropagation Learning, Classification, Clustering and Content-Based Image Retrieval.
- Word Representation
- Genetic Programming
- Mixture Models
- Gene Expression
- Noisy Labels
- Shape Matching
- Face Recognition
- Content-Based Image Retrieval
- Classification
- Neural Networks
- Feature Selection
- Local Binary Patterns
- Machine Learning
- Backpropagation Learning
- Clustering
- Dimensionality Reduction
- Self-Organizing Maps
- Hyperparameter Optimization
- Bayesian Inference
- Microarray
- Evolutionary Algorithms
- Machine Translation
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 22 words, with their numbers
- Local Binary Patterns82 topics
- Feature Selection73 topics
- Machine Learning73 topics
- Neural Networks52 topics
- Backpropagation Learning41 topic
- Classification42 topics
- Clustering42 topics
- Content-Based Image Retrieval41 topic
- Dimensionality Reduction41 topic
- Face Recognition41 topic
- Self-Organizing Maps41 topic
- Shape Matching41 topic
- Hyperparameter Optimization31 topic
- Noisy Labels31 topic
- Bayesian Inference21 topic
- Gene Expression21 topic
- Microarray21 topic
- Mixture Models21 topic
- Evolutionary Algorithms11 topic
- Genetic Programming11 topic
- Machine Translation11 topic
- Word Representation11 topic
Where does Petr Somol work?
Petr Somol'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 Petr Somol have?
Science Explorer counts 21 works and 123 citations for Petr Somol, ranking #578,404 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.