Jerzy Stefanowski
Jerzy Stefanowski publishes mostly in Artificial Intelligence, Information Systems and Computational Theory and Mathematics, on topics such as Rough Sets and Fuzzy Logic, Data Mining Algorithms and Applications and Imbalanced Data Classification Techniques.
- World rank
- #43,334 of 1,633,909 ranked researchers
- Rank in Poland
- #600 of 21,787
- Works
- 40
- Citations
- 409
- Citations per work
- 10.2
What does Jerzy Stefanowski research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence46% of their works
- 2Information Systems16% of their works
- 3Computational Theory and Mathematics16% of their works
- 4Signal Processing7% of their works
- 5Electrical and Electronic Engineering7% of their works
- 6Computer Vision and Pattern Recognition5% of their works
Research topics
Which keywords describe Jerzy Stefanowski's research?
The keywords of their largest research topics: Machine Learning, Data Mining, Classification, Granular Computing, Rough Sets, Association Rules, Frequent Patterns and Imbalanced Data.
- Suffix Arrays
- Hyperparameter Optimization
- Compression
- Inductive Modeling
- Electricity Theft
- Imbalanced Data
- Association Rules
- Granular Computing
- Data Mining
- Machine Learning
- Classification
- Rough Sets
- Frequent Patterns
- SMOTE
- GMDH-type Neural Networks
- Smart Grids
- GPS Trajectories
- Noisy Labels
- Trajectory Data Mining
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 Learning123 topics
- Data Mining92 topics
- Classification72 topics
- Granular Computing71 topic
- Rough Sets71 topic
- Association Rules61 topic
- Frequent Patterns61 topic
- Imbalanced Data51 topic
- SMOTE51 topic
- Electricity Theft31 topic
- GMDH-type Neural Networks31 topic
- Inductive Modeling31 topic
- Smart Grids31 topic
- Compression21 topic
- GPS Trajectories21 topic
- Hyperparameter Optimization21 topic
- Noisy Labels21 topic
- Suffix Arrays21 topic
- Trajectory Data Mining21 topic
Where does Jerzy Stefanowski work?
Jerzy Stefanowski's main affiliation in the publication record is Poznań University of Technology, Poland.
How many publications and citations does Jerzy Stefanowski have?
Science Explorer counts 40 works and 409 citations for Jerzy Stefanowski, ranking #43,334 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.