Grażyna Szkatuła
Grażyna Szkatuła publishes mostly in Artificial Intelligence, Computational Theory and Mathematics and Management Science and Operations Research, on topics such as Rough Sets and Fuzzy Logic, Multi-Criteria Decision Making and Metaheuristic Optimization Algorithms Research.
- World rank
- #1,133,780 of 1,633,909 ranked researchers
- Rank in Poland
- #12,999 of 21,787
- Works
- 23
- Citations
- 32
- Citations per work
- 1.4
What does Grażyna Szkatuła research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence35% of their works
- 2Computational Theory and Mathematics22% of their works
- 3Management Science and Operations Research13% of their works
- 4Accounting9% of their works
- 5Economics and Econometrics9% of their works
- 6Statistics and Probability4% of their works
Research topics
Which keywords describe Grażyna Szkatuła's research?
The keywords of their largest research topics: Granular Computing, Rough Sets, Analytic Hierarchy Process, Deep Learning, Machine Learning, TOPSIS, Active Learning and Differential Evolution.
- Self-Organizing Maps
- Fuzzy Logic Systems
- Extreme Learning Machine
- Backpropagation Learning
- Particle Swarm Optimization
- Differential Evolution
- TOPSIS
- Deep Learning
- Rough Sets
- Granular Computing
- Analytic Hierarchy Process
- Machine Learning
- Active Learning
- Neural Networks
- Semi-Supervised Learning
- E-Learning
- Feedforward Networks
- Intelligent Agent
- Type-2 Fuzzy Sets
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
- Granular Computing51 topic
- Rough Sets51 topic
- Analytic Hierarchy Process31 topic
- Deep Learning32 topics
- Machine Learning32 topics
- TOPSIS31 topic
- Active Learning21 topic
- Differential Evolution21 topic
- Neural Networks22 topics
- Particle Swarm Optimization21 topic
- Semi-Supervised Learning21 topic
- Backpropagation Learning11 topic
- E-Learning11 topic
- Extreme Learning Machine11 topic
- Feedforward Networks11 topic
- Fuzzy Logic Systems11 topic
- Intelligent Agent11 topic
- Self-Organizing Maps11 topic
- Type-2 Fuzzy Sets11 topic
Where does Grażyna Szkatuła work?
Grażyna Szkatuła's main affiliation in the publication record is Systems Research Institute, Poland.
How many publications and citations does Grażyna Szkatuła have?
Science Explorer counts 23 works and 32 citations for Grażyna Szkatuła, ranking #1,133,780 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.