Marcin Budka
Marcin Budka publishes mostly in Artificial Intelligence, Signal Processing and Control and Systems Engineering, on topics such as Complex Network Analysis Techniques, Machine Learning and Data Classification and Advanced Clustering Algorithms Research.
- World rank
- #847,861 of 1,633,909 ranked researchers
- Rank in United Kingdom
- #61,679 of 90,785
- Works
- 39
- Citations
- 74
- Citations per work
- 1.9
What does Marcin Budka research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence27% of their works
- 2Signal Processing12% of their works
- 3Control and Systems Engineering12% of their works
- 4Statistical and Nonlinear Physics12% of their works
- 5Computer Vision and Pattern Recognition7% of their works
- 6Cognitive Neuroscience5% of their works
Research topics
Which keywords describe Marcin Budka's research?
The keywords of their largest research topics: Network Dynamics, Social Influence, Agent-Based Modeling, Deep Learning, Machine Learning, Community Structure, Scale-Free Networks and Active Learning.
- Process Monitoring
- Noisy Labels
- Multifractal Analysis
- Hyperparameter Optimization
- Econophysics
- Bounded Confidence
- Active Learning
- Community Structure
- Deep Learning
- Social Influence
- Network Dynamics
- Agent-Based Modeling
- Machine Learning
- Scale-Free Networks
- Audio Signal Classification
- Clustering Algorithms
- Fault Detection
- K-means
- Music Information Retrieval
- Opinion Dynamics
- Semi-Supervised Learning
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 21 words, with their numbers
- Network Dynamics52 topics
- Social Influence52 topics
- Agent-Based Modeling42 topics
- Deep Learning42 topics
- Machine Learning42 topics
- Community Structure31 topic
- Scale-Free Networks31 topic
- Active Learning21 topic
- Audio Signal Classification21 topic
- Bounded Confidence21 topic
- Clustering Algorithms21 topic
- Econophysics21 topic
- Fault Detection21 topic
- Hyperparameter Optimization21 topic
- K-means21 topic
- Multifractal Analysis21 topic
- Music Information Retrieval21 topic
- Noisy Labels21 topic
- Opinion Dynamics21 topic
- Process Monitoring21 topic
- Semi-Supervised Learning21 topic
Where does Marcin Budka work?
Marcin Budka's main affiliation in the publication record is Bournemouth University, United Kingdom.
How many publications and citations does Marcin Budka have?
Science Explorer counts 39 works and 74 citations for Marcin Budka, ranking #847,861 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.