Krzysztof Dembczyński
Krzysztof Dembczyński publishes mostly in Artificial Intelligence, Information Systems and Computational Theory and Mathematics, on topics such as Text and Document Classification Technologies, Machine Learning and Data Classification and Rough Sets and Fuzzy Logic.
- World rank
- #135,308 of 1,633,909 ranked researchers
- Rank in Poland
- #1,516 of 21,787
- Works
- 36
- Citations
- 328
- Citations per work
- 9.1
What does Krzysztof Dembczyński research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence52% of their works
- 2Information Systems15% of their works
- 3Computational Theory and Mathematics14% of their works
- 4Signal Processing8% of their works
- 5Management Science and Operations Research4% of their works
- 6Statistics and Probability4% of their works
Research topics
Which keywords describe Krzysztof Dembczyński's research?
The keywords of their largest research topics: Feature Selection, Machine Learning, Classification, Data Mining, Multi-label Learning, Text Classification, Granular Computing and Hyperparameter Optimization.
- SMOTE
- Semi-Supervised Learning
- GMDH-type Neural Networks
- Trajectory Data Mining
- Frequent Patterns
- Rough Sets
- Hyperparameter Optimization
- Text Classification
- Data Mining
- Machine Learning
- Feature Selection
- Classification
- Multi-label Learning
- Granular Computing
- Noisy Labels
- Association Rules
- GPS Trajectories
- Active Learning
- Inductive Modeling
- Imbalanced Data
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 20 words, with their numbers
- Feature Selection152 topics
- Machine Learning123 topics
- Classification92 topics
- Data Mining92 topics
- Multi-label Learning81 topic
- Text Classification81 topic
- Granular Computing71 topic
- Hyperparameter Optimization71 topic
- Noisy Labels71 topic
- Rough Sets71 topic
- Association Rules61 topic
- Frequent Patterns61 topic
- GPS Trajectories41 topic
- Trajectory Data Mining41 topic
- Active Learning31 topic
- GMDH-type Neural Networks31 topic
- Inductive Modeling31 topic
- Semi-Supervised Learning31 topic
- Imbalanced Data21 topic
- SMOTE21 topic
Where does Krzysztof Dembczyński work?
Krzysztof Dembczyński's main affiliation in the publication record is Poznań University of Technology, Poland.
How many publications and citations does Krzysztof Dembczyński have?
Science Explorer counts 36 works and 328 citations for Krzysztof Dembczyński, ranking #135,308 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.