Bogdan Gabryś
Bogdan Gabryś publishes mostly in Artificial Intelligence, Control and Systems Engineering and Information Systems, on topics such as Machine Learning and Data Classification, Data Stream Mining Techniques and Fault Detection and Control Systems.
- World rank
- #243,001 of 1,633,909 ranked researchers
- Rank in United Kingdom
- #22,207 of 90,785
- Works
- 61
- Citations
- 313
- Citations per work
- 5.1
What does Bogdan Gabryś research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence41% of their works
- 2Control and Systems Engineering14% of their works
- 3Information Systems6% of their works
- 4Molecular Biology3% of their works
- 5Biophysics3% of their works
- 6Management Science and Operations Research3% of their works
Research topics
Which keywords describe Bogdan Gabryś's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, Concept Drift, Data Streams, Hyperparameter Optimization, Noisy Labels, Semi-Supervised Learning and Fault Detection.
- Knowledge Graph Embedding
- Gaussian Processes
- Active Learning
- Optimization
- Model Predictive Control
- Fault Detection
- Noisy Labels
- Data Streams
- Machine Learning
- Deep Learning
- Concept Drift
- Hyperparameter Optimization
- Semi-Supervised Learning
- Process Monitoring
- Neural Networks
- Self-Organizing Maps
- Community Structure
- Graph Neural Networks
- Network Dynamics
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
- Deep Learning103 topics
- Machine Learning82 topics
- Concept Drift61 topic
- Data Streams61 topic
- Hyperparameter Optimization61 topic
- Noisy Labels61 topic
- Semi-Supervised Learning62 topics
- Fault Detection51 topic
- Process Monitoring51 topic
- Model Predictive Control41 topic
- Neural Networks41 topic
- Optimization41 topic
- Self-Organizing Maps41 topic
- Active Learning31 topic
- Community Structure31 topic
- Gaussian Processes31 topic
- Graph Neural Networks31 topic
- Knowledge Graph Embedding31 topic
- Network Dynamics31 topic
Where does Bogdan Gabryś work?
Bogdan Gabryś's main affiliation in the publication record is Bournemouth University, United Kingdom.
How many publications and citations does Bogdan Gabryś have?
Science Explorer counts 61 works and 313 citations for Bogdan Gabryś, ranking #243,001 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.