Miroslav Kubát
Miroslav Kubát publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Information Systems, on topics such as Machine Learning and Data Classification, Imbalanced Data Classification Techniques and Machine Learning and Algorithms.
- World rank
- #26,435 of 1,633,909 ranked researchers
- Rank in United States
- #12,385 of 358,040
- Works
- 57
- Citations
- 708
- Citations per work
- 12.4
What does Miroslav Kubát research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence51% of their works
- 2Computer Vision and Pattern Recognition8% of their works
- 3Information Systems6% of their works
- 4Signal Processing6% of their works
- 5Computational Theory and Mathematics4% of their works
- 6Computer Networks and Communications2% of their works
Research topics
- Machine Learning and Data Classification
- Imbalanced Data Classification Techniques
- Machine Learning and Algorithms
- Natural Language Processing Techniques
- Authorship Attribution and Profiling
- Data Mining Algorithms and Applications
- Data Management and Algorithms
- Text and Document Classification Technologies
Which keywords describe Miroslav Kubát's research?
The keywords of their largest research topics: Machine Learning, Classification, Hyperparameter Optimization, Noisy Labels, Text Classification, Active Learning, Imbalanced Data and Semi-Supervised Learning.
- Feature Selection
- Stylometry
- Neural Machine Translation
- Frequent Patterns
- Authorship Attribution
- SMOTE
- Active Learning
- Noisy Labels
- Classification
- Machine Learning
- Hyperparameter Optimization
- Text Classification
- Imbalanced Data
- Semi-Supervised Learning
- Data Mining
- GPS Trajectories
- Statistical Machine Translation
- Trajectory Data Mining
- Multi-label Learning
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 19 words, with their numbers
- Machine Learning133 topics
- Classification122 topics
- Hyperparameter Optimization71 topic
- Noisy Labels71 topic
- Text Classification72 topics
- Active Learning51 topic
- Imbalanced Data51 topic
- SMOTE51 topic
- Semi-Supervised Learning51 topic
- Authorship Attribution41 topic
- Data Mining41 topic
- Frequent Patterns41 topic
- GPS Trajectories41 topic
- Neural Machine Translation41 topic
- Statistical Machine Translation41 topic
- Stylometry41 topic
- Trajectory Data Mining41 topic
- Feature Selection31 topic
- Multi-label Learning31 topic
Where does Miroslav Kubát work?
Miroslav Kubát's main affiliation in the publication record is University of Miami, United States.
How many publications and citations does Miroslav Kubát have?
Science Explorer counts 57 works and 708 citations for Miroslav Kubát, ranking #26,435 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.