Michał Woźniak
Michał Woźniak publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Electrical and Electronic Engineering, on topics such as Data Stream Mining Techniques, Anomaly Detection Techniques and Applications and Machine Learning and Data Classification.
- World rank
- #129,305 of 1,633,909 ranked researchers
- Rank in Poland
- #1,465 of 21,787
- Works
- 115
- Citations
- 584
- Citations per work
- 5.1
What does Michał Woźniak research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence43% of their works
- 2Computer Vision and Pattern Recognition8% of their works
- 3Electrical and Electronic Engineering4% of their works
- 4Control and Systems Engineering4% of their works
- 5Information Systems4% of their works
- 6Health Information Management3% of their works
Research topics
Which keywords describe Michał Woźniak's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Machine Learning, Classification, Concept Drift, Data Streams, Anomaly Detection and Unsupervised.
- Type-2 Fuzzy Sets
- Process Monitoring
- Healthcare
- Fault Detection
- Self-Organizing Maps
- Noisy Labels
- Unsupervised
- Data Streams
- Classification
- Neural Networks
- Deep Learning
- Machine Learning
- Concept Drift
- Anomaly Detection
- Hyperparameter Optimization
- Backpropagation Learning
- Big Data Analytics
- Fuzzy Logic Systems
- Imbalanced Data
- SMOTE
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
- Deep Learning172 topics
- Neural Networks172 topics
- Machine Learning153 topics
- Classification132 topics
- Concept Drift121 topic
- Data Streams121 topic
- Anomaly Detection111 topic
- Unsupervised111 topic
- Hyperparameter Optimization81 topic
- Noisy Labels81 topic
- Backpropagation Learning61 topic
- Self-Organizing Maps61 topic
- Big Data Analytics51 topic
- Fault Detection51 topic
- Fuzzy Logic Systems51 topic
- Healthcare51 topic
- Imbalanced Data51 topic
- Process Monitoring51 topic
- SMOTE51 topic
- Type-2 Fuzzy Sets51 topic
Where does Michał Woźniak work?
Michał Woźniak's main affiliation in the publication record is Wrocław University of Science and Technology, Poland.
How many publications and citations does Michał Woźniak have?
Science Explorer counts 115 works and 584 citations for Michał Woźniak, ranking #129,305 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.
Other researchers named Michał Woźniak
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