Alexey Tsymbal
Alexey Tsymbal publishes mostly in Artificial Intelligence, Molecular Biology and Information Systems, on topics such as Machine Learning and Data Classification, Face and Expression Recognition and Data Mining Algorithms and Applications.
- World rank
- #94,730 of 1,633,909 ranked researchers
- Rank in Finland
- #539 of 8,199
- Works
- 24
- Citations
- 348
- Citations per work
- 14.5
What does Alexey Tsymbal research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence37% of their works
- 2Molecular Biology16% of their works
- 3Information Systems16% of their works
- 4Computer Vision and Pattern Recognition16% of their works
- 5Signal Processing10% of their works
- 6Surgery5% of their works
Research topics
Which keywords describe Alexey Tsymbal's research?
The keywords of their largest research topics: Classification, Ensemble Methods, Machine Learning, Feature Selection, Hyperparameter Optimization, Noisy Labels, Support Vector Machines and Data Mining.
- Subcellular Localization
- Protein-Protein Interaction Networks
- Neural Networks
- Gene Set Enrichment Analysis
- SMOTE
- Bioinformatics
- Face Recognition
- Data Mining
- Noisy Labels
- Feature Selection
- Ensemble Methods
- Classification
- Machine Learning
- Hyperparameter Optimization
- Support Vector Machines
- Dimensionality Reduction
- Frequent Patterns
- Imbalanced Data
- Gene Expression
- Microarray
- Protein
- Self-Organizing Maps
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
- Classification62 topics
- Ensemble Methods52 topics
- Machine Learning53 topics
- Feature Selection42 topics
- Hyperparameter Optimization41 topic
- Noisy Labels41 topic
- Support Vector Machines42 topics
- Data Mining31 topic
- Dimensionality Reduction31 topic
- Face Recognition31 topic
- Frequent Patterns31 topic
- Bioinformatics22 topics
- Imbalanced Data21 topic
- SMOTE21 topic
- Gene Expression11 topic
- Gene Set Enrichment Analysis11 topic
- Microarray11 topic
- Neural Networks11 topic
- Protein11 topic
- Protein-Protein Interaction Networks11 topic
- Self-Organizing Maps11 topic
- Subcellular Localization11 topic
Where does Alexey Tsymbal work?
Alexey Tsymbal's main affiliation in the publication record is University of Jyväskylä, Finland.
How many publications and citations does Alexey Tsymbal have?
Science Explorer counts 24 works and 348 citations for Alexey Tsymbal, ranking #94,730 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.